diff --git a/app/ai-analysis/loading.tsx b/app/ai-analysis/loading.tsx
new file mode 100644
index 0000000..105009d
--- /dev/null
+++ b/app/ai-analysis/loading.tsx
@@ -0,0 +1,47 @@
+export default function AIAnalysisLoading() {
+  return (
+    <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
+      {/* 页面标题骨架 */}
+      <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
+        <div>
+          <div className="h-8 bg-gray-200 rounded w-32 mb-2 animate-pulse"></div>
+          <div className="h-4 bg-gray-200 rounded w-48 animate-pulse"></div>
+        </div>
+        <div className="flex gap-2">
+          <div className="h-9 w-24 bg-gray-200 rounded animate-pulse"></div>
+          <div className="h-9 w-9 bg-gray-200 rounded animate-pulse"></div>
+          <div className="h-9 w-9 bg-gray-200 rounded animate-pulse"></div>
+        </div>
+      </div>
+
+      {/* 概览卡片骨架 */}
+      <div className="bg-white rounded-lg shadow-md p-4">
+        <div className="h-6 bg-gray-200 rounded w-32 mb-4 animate-pulse"></div>
+        <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-6 gap-3 md:gap-4">
+          {Array.from({ length: 6 }).map((_, i) => (
+            <div key={i} className="bg-gray-50 p-3 rounded-lg">
+              <div className="h-8 bg-gray-200 rounded w-12 mb-2 animate-pulse"></div>
+              <div className="h-3 bg-gray-200 rounded w-16 animate-pulse"></div>
+            </div>
+          ))}
+        </div>
+      </div>
+
+      {/* 内容卡片骨架 */}
+      {Array.from({ length: 3 }).map((_, i) => (
+        <div key={i} className="bg-white rounded-lg shadow-md p-4">
+          <div className="h-6 bg-gray-200 rounded w-40 mb-4 animate-pulse"></div>
+          <div className="space-y-3">
+            {Array.from({ length: 2 }).map((_, j) => (
+              <div key={j} className="bg-gray-50 border rounded-lg p-3">
+                <div className="h-5 bg-gray-200 rounded w-48 mb-2 animate-pulse"></div>
+                <div className="h-4 bg-gray-200 rounded w-full mb-2 animate-pulse"></div>
+                <div className="h-3 bg-gray-200 rounded w-32 animate-pulse"></div>
+              </div>
+            ))}
+          </div>
+        </div>
+      ))}
+    </div>
+  )
+}
diff --git a/app/ai-analysis/page.tsx b/app/ai-analysis/page.tsx
new file mode 100644
index 0000000..0225980
--- /dev/null
+++ b/app/ai-analysis/page.tsx
@@ -0,0 +1,442 @@
+"use client"
+
+import { useState } from "react"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Button } from "@/components/ui/button"
+import { Badge } from "@/components/ui/badge"
+import { Progress } from "@/components/ui/progress"
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
+import {
+  Brain,
+  TrendingUp,
+  AlertTriangle,
+  Zap,
+  Filter,
+  RefreshCw,
+  Download,
+  ChevronRight,
+  ChevronDown,
+} from "lucide-react"
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible"
+
+export default function AIAnalysisPage() {
+  const [timeRange, setTimeRange] = useState("today")
+  const [expandedSections, setExpandedSections] = useState({
+    overview: true,
+    trends: true,
+    anomaly: false,
+    predictions: false,
+  })
+
+  // AI分析数据
+  const aiData = {
+    overview: {
+      totalInsights: 156,
+      trendsIdentified: 23,
+      anomaliesDetected: 3,
+      predictionsGenerated: 89,
+      accuracy: 94.2,
+      modelPerformance: 97.8,
+    },
+    trendAnalysis: [
+      {
+        trend: "用户活跃度上升趋势",
+        confidence: 95.8,
+        impact: "高",
+        timeframe: "未来7天",
+        description: "基于用户行为模式分析，预测用户活跃度将持续上升",
+        recommendation: "增加内容推送频率，优化用户体验",
+      },
+      {
+        trend: "移动端使用增长",
+        confidence: 89.2,
+        impact: "中高",
+        timeframe: "未来14天",
+        description: "移动端用户访问量呈现明显增长趋势",
+        recommendation: "优化移动端界面，提升响应速度",
+      },
+      {
+        trend: "高价值用户转化提升",
+        confidence: 92.5,
+        impact: "高",
+        timeframe: "未来30天",
+        description: "高价值用户转化率预计将显著提升",
+        recommendation: "制定针对性营销策略，加强用户维护",
+      },
+    ],
+    anomalyDetection: [
+      {
+        type: "流量异常",
+        severity: "中等",
+        detected: "今天 13:45",
+        description: "检测到异常流量峰值，比平时高出45%",
+        status: "已处理",
+        action: "已启动自动扩容机制",
+      },
+      {
+        type: "用户行为异常",
+        severity: "低",
+        detected: "今天 11:20",
+        description: "部分用户群体行为模式发生变化",
+        status: "监控中",
+        action: "持续观察用户行为变化",
+      },
+      {
+        type: "数据质量异常",
+        severity: "高",
+        detected: "今天 09:15",
+        description: "数据源同步出现延迟，影响实时分析",
+        status: "已修复",
+        action: "已重新同步数据，恢复正常",
+      },
+    ],
+    predictiveModels: [
+      {
+        model: "用户流失预测模型",
+        accuracy: 94.2,
+        lastTrained: "今天 06:00",
+        predictions: 1245,
+        status: "运行中",
+        description: "预测用户流失风险，准确率达94.2%",
+      },
+      {
+        model: "价值提升预测模型",
+        accuracy: 91.8,
+        lastTrained: "今天 05:30",
+        predictions: 856,
+        status: "运行中",
+        description: "预测用户价值提升潜力，指导运营策略",
+      },
+      {
+        model: "内容推荐模型",
+        accuracy: 87.5,
+        lastTrained: "今天 04:45",
+        predictions: 2341,
+        status: "运行中",
+        description: "个性化内容推荐，提升用户参与度",
+      },
+    ],
+  }
+
+  const toggleSection = (section: string) => {
+    setExpandedSections((prev) => ({
+      ...prev,
+      [section]: !prev[section],
+    }))
+  }
+
+  const getImpactColor = (impact: string) => {
+    switch (impact) {
+      case "高":
+        return "bg-red-100 text-red-800"
+      case "中高":
+        return "bg-orange-100 text-orange-800"
+      case "中":
+        return "bg-yellow-100 text-yellow-800"
+      case "低":
+        return "bg-green-100 text-green-800"
+      default:
+        return "bg-gray-100 text-gray-800"
+    }
+  }
+
+  const getSeverityColor = (severity: string) => {
+    switch (severity) {
+      case "高":
+        return "bg-red-100 text-red-800"
+      case "中等":
+        return "bg-yellow-100 text-yellow-800"
+      case "低":
+        return "bg-green-100 text-green-800"
+      default:
+        return "bg-gray-100 text-gray-800"
+    }
+  }
+
+  const getStatusColor = (status: string) => {
+    switch (status) {
+      case "运行中":
+        return "bg-green-100 text-green-800"
+      case "已处理":
+        return "bg-blue-100 text-blue-800"
+      case "监控中":
+        return "bg-yellow-100 text-yellow-800"
+      case "已修复":
+        return "bg-green-100 text-green-800"
+      default:
+        return "bg-gray-100 text-gray-800"
+    }
+  }
+
+  return (
+    <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
+      {/* 页面标题和工具栏 */}
+      <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
+        <div>
+          <h1 className="text-2xl md:text-3xl font-bold">AI分析</h1>
+          <p className="text-sm md:text-base text-muted-foreground mt-1">智能数据洞察与预测分析</p>
+        </div>
+        <div className="flex flex-wrap gap-2">
+          <Select value={timeRange} onValueChange={setTimeRange}>
+            <SelectTrigger className="w-[120px] text-sm">
+              <SelectValue placeholder="时间范围" />
+            </SelectTrigger>
+            <SelectContent>
+              <SelectItem value="today">今日</SelectItem>
+              <SelectItem value="week">本周</SelectItem>
+              <SelectItem value="month">本月</SelectItem>
+            </SelectContent>
+          </Select>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <Filter className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <RefreshCw className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="sm" className="hidden md:flex bg-transparent">
+            <Download className="mr-2 h-4 w-4" />
+            导出
+          </Button>
+        </div>
+      </div>
+
+      {/* AI分析概览 */}
+      <Collapsible
+        open={expandedSections.overview}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, overview: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 border-b hover:from-purple-100 hover:to-pink-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Brain className="h-4 w-4 md:h-5 md:w-5 text-purple-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">AI分析概览</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">智能分析引擎运行状态</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.overview ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-6 gap-3 md:gap-4">
+                <div className="bg-purple-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-purple-600">{aiData.overview.totalInsights}</div>
+                  <div className="text-xs text-purple-700">AI洞察</div>
+                </div>
+                <div className="bg-blue-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-blue-600">{aiData.overview.trendsIdentified}</div>
+                  <div className="text-xs text-blue-700">趋势识别</div>
+                </div>
+                <div className="bg-orange-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-orange-600">
+                    {aiData.overview.anomaliesDetected}
+                  </div>
+                  <div className="text-xs text-orange-700">异常检测</div>
+                </div>
+                <div className="bg-green-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-green-600">
+                    {aiData.overview.predictionsGenerated}
+                  </div>
+                  <div className="text-xs text-green-700">预测生成</div>
+                </div>
+                <div className="bg-indigo-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-indigo-600">{aiData.overview.accuracy}%</div>
+                  <div className="text-xs text-indigo-700">预测准确率</div>
+                </div>
+                <div className="bg-pink-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-pink-600">{aiData.overview.modelPerformance}%</div>
+                  <div className="text-xs text-pink-700">模型性能</div>
+                </div>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 趋势识别 */}
+      <Collapsible
+        open={expandedSections.trends}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, trends: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-blue-50 to-indigo-50 border-b hover:from-blue-100 hover:to-indigo-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <TrendingUp className="h-4 w-4 md:h-5 md:w-5 text-blue-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">趋势识别</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">AI驱动的趋势预测分析</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.trends ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="space-y-3">
+                {aiData.trendAnalysis.map((trend, index) => (
+                  <div key={index} className="bg-white border rounded-lg p-3 md:p-4">
+                    <div className="flex flex-col md:flex-row md:items-start justify-between gap-3">
+                      <div className="flex-1">
+                        <div className="flex items-center gap-2 mb-2">
+                          <h3 className="font-medium text-sm md:text-base">{trend.trend}</h3>
+                          <Badge className={getImpactColor(trend.impact)}>{trend.impact}影响</Badge>
+                        </div>
+                        <p className="text-xs md:text-sm text-gray-600 mb-2">{trend.description}</p>
+                        <p className="text-xs text-blue-600 font-medium">建议: {trend.recommendation}</p>
+                      </div>
+                      <div className="flex flex-col md:items-end gap-2">
+                        <div className="text-right">
+                          <div className="text-sm font-bold text-green-600">{trend.confidence}%</div>
+                          <div className="text-xs text-gray-500">置信度</div>
+                        </div>
+                        <div className="text-right">
+                          <div className="text-sm font-medium">{trend.timeframe}</div>
+                          <div className="text-xs text-gray-500">预测时间</div>
+                        </div>
+                      </div>
+                    </div>
+                    <div className="mt-3">
+                      <div className="flex justify-between text-xs mb-1">
+                        <span>置信度</span>
+                        <span>{trend.confidence}%</span>
+                      </div>
+                      <Progress value={trend.confidence} className="h-1.5" />
+                    </div>
+                  </div>
+                ))}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 异常检测 */}
+      <Collapsible
+        open={expandedSections.anomaly}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, anomaly: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 border-b hover:from-orange-100 hover:to-red-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <AlertTriangle className="h-4 w-4 md:h-5 md:w-5 text-orange-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">异常检测</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">智能异常监控与预警</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.anomaly ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="space-y-3">
+                {aiData.anomalyDetection.map((anomaly, index) => (
+                  <div key={index} className="bg-white border rounded-lg p-3 md:p-4">
+                    <div className="flex flex-col md:flex-row md:items-center justify-between gap-3">
+                      <div className="flex-1">
+                        <div className="flex items-center gap-2 mb-2">
+                          <h3 className="font-medium text-sm md:text-base">{anomaly.type}</h3>
+                          <Badge className={getSeverityColor(anomaly.severity)}>{anomaly.severity}</Badge>
+                          <Badge className={getStatusColor(anomaly.status)}>{anomaly.status}</Badge>
+                        </div>
+                        <p className="text-xs md:text-sm text-gray-600 mb-2">{anomaly.description}</p>
+                        <p className="text-xs text-blue-600 font-medium">处理措施: {anomaly.action}</p>
+                      </div>
+                      <div className="text-right">
+                        <div className="text-sm font-medium">{anomaly.detected}</div>
+                        <div className="text-xs text-gray-500">检测时间</div>
+                      </div>
+                    </div>
+                  </div>
+                ))}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 预测模型 */}
+      <Collapsible
+        open={expandedSections.predictions}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, predictions: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 border-b hover:from-green-100 hover:to-emerald-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Zap className="h-4 w-4 md:h-5 md:w-5 text-green-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">预测模型</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">机器学习预测模型管理</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.predictions ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="space-y-3">
+                {aiData.predictiveModels.map((model, index) => (
+                  <div key={index} className="bg-white border rounded-lg p-3 md:p-4">
+                    <div className="flex flex-col md:flex-row md:items-center justify-between gap-3">
+                      <div className="flex-1">
+                        <div className="flex items-center gap-2 mb-2">
+                          <h3 className="font-medium text-sm md:text-base">{model.model}</h3>
+                          <Badge className={getStatusColor(model.status)}>{model.status}</Badge>
+                        </div>
+                        <p className="text-xs md:text-sm text-gray-600 mb-2">{model.description}</p>
+                        <div className="flex flex-wrap gap-4 text-xs">
+                          <span>最后训练: {model.lastTrained}</span>
+                          <span>预测数量: {model.predictions.toLocaleString()}</span>
+                        </div>
+                      </div>
+                      <div className="text-right">
+                        <div className="text-lg font-bold text-green-600">{model.accuracy}%</div>
+                        <div className="text-xs text-gray-500">准确率</div>
+                      </div>
+                    </div>
+                    <div className="mt-3">
+                      <div className="flex justify-between text-xs mb-1">
+                        <span>模型准确率</span>
+                        <span>{model.accuracy}%</span>
+                      </div>
+                      <Progress value={model.accuracy} className="h-1.5" />
+                    </div>
+                  </div>
+                ))}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+    </div>
+  )
+}
diff --git a/app/components/BottomNav.tsx b/app/components/BottomNav.tsx
index 7139222..11b1994 100644
--- a/app/components/BottomNav.tsx
+++ b/app/components/BottomNav.tsx
@@ -2,13 +2,14 @@
 
 import Link from "next/link"
 import { usePathname } from "next/navigation"
-import { Home, Users, Target, Database } from "lucide-react"
+import { Home, Database, Search, Target, Brain } from "lucide-react"
 
 const navItems = [
   { href: "/", icon: Home, label: "概览" },
-  { href: "/data-integration", icon: Database, label: "数据集成" },
-  { href: "/user-portrait", icon: Users, label: "用户画像" },
-  { href: "/user-value", icon: Target, label: "价值评估" },
+  { href: "/data-platform", icon: Database, label: "数据中台" },
+  { href: "/user-discovery", icon: Search, label: "用户发现" },
+  { href: "/user-valuation", icon: Target, label: "用户估值" },
+  { href: "/ai-analysis", icon: Brain, label: "AI分析" },
 ]
 
 export default function BottomNav() {
@@ -24,7 +25,7 @@ export default function BottomNav() {
             <Link
               key={item.href}
               href={item.href}
-              className={`flex flex-col items-center justify-center px-2 py-2 rounded-xl transition-all duration-300 min-w-0 flex-1 ${
+              className={`flex flex-col items-center justify-center px-1 py-2 rounded-xl transition-all duration-300 min-w-0 flex-1 ${
                 isActive ? "glass-heavy text-blue-600 scale-105" : "text-gray-600 hover:glass-light hover:text-blue-500"
               }`}
             >
diff --git a/app/components/MobileSidebar.tsx b/app/components/MobileSidebar.tsx
index 6a6e162..b2ed6fa 100644
--- a/app/components/MobileSidebar.tsx
+++ b/app/components/MobileSidebar.tsx
@@ -12,9 +12,11 @@ import {
   X,
   ChevronDown,
   ChevronRight,
-  Tag,
+  Search,
   BarChart3,
   TrendingUp,
+  Brain,
+  HelpCircle,
 } from "lucide-react"
 import { Badge } from "@/components/ui/badge"
 import { Button } from "@/components/ui/button"
@@ -27,8 +29,9 @@ interface MobileSidebarProps {
 export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
   const pathname = usePathname()
   const [expandedSections, setExpandedSections] = useState({
-    "user-portrait": false,
-    "user-value": false,
+    "user-discovery": false,
+    "user-valuation": false,
+    "ai-analysis": false,
   })
 
   const toggleSection = (section: string) => {
@@ -59,56 +62,83 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
       description: "平台整体数据分析",
     },
     {
-      title: "数据集成",
-      href: "/data-integration",
+      title: "数据中台",
+      href: "/data-platform",
       icon: <Database className="h-4 w-4" />,
       primary: true,
       tag: "核心",
-      description: "多源数据整合平台",
+      description: "多源数据整合中心",
     },
     {
-      title: "用户画像",
-      href: "/user-portrait",
-      icon: <Users className="h-4 w-4" />,
+      title: "用户发现",
+      href: "/user-discovery",
+      icon: <Search className="h-4 w-4" />,
       primary: true,
       expandable: true,
-      section: "user-portrait",
-      description: "用户标签与分群分析",
+      section: "user-discovery",
+      description: "用户行为洞察分析",
       children: [
         {
-          title: "流量关键词",
-          href: "/user-portrait/keywords",
-          icon: <Tag className="h-3 w-3" />,
-          description: "关键词价值评估",
+          title: "行为分析",
+          href: "/user-discovery/behavior",
+          icon: <BarChart3 className="h-3 w-3" />,
+          description: "用户行为模式分析",
         },
         {
-          title: "标签管理",
-          href: "/user-portrait/tags",
-          icon: <Tag className="h-3 w-3" />,
-          description: "用户标签分类",
+          title: "用户分群",
+          href: "/user-discovery/segmentation",
+          icon: <Users className="h-3 w-3" />,
+          description: "智能用户分群",
         },
       ],
     },
     {
-      title: "价值评估",
-      href: "/user-value",
+      title: "用户估值",
+      href: "/user-valuation",
       icon: <Target className="h-4 w-4" />,
       primary: true,
       expandable: true,
-      section: "user-value",
-      description: "用户价值分析模型",
+      section: "user-valuation",
+      description: "用户价值评估模型",
+      hasHelp: true,
       children: [
         {
           title: "估值模型",
-          href: "/user-value/model",
+          href: "/user-valuation/model",
           icon: <BarChart3 className="h-3 w-3" />,
-          description: "RFM价值模型",
+          description: "RFM价值评估",
+          hasHelp: true,
         },
         {
           title: "升级路径",
-          href: "/user-value/upgrade-paths",
+          href: "/user-valuation/upgrade-paths",
           icon: <TrendingUp className="h-3 w-3" />,
-          description: "用户价值提升",
+          description: "用户价值提升策略",
+          hasHelp: true,
+        },
+      ],
+    },
+    {
+      title: "AI分析",
+      href: "/ai-analysis",
+      icon: <Brain className="h-4 w-4" />,
+      primary: true,
+      expandable: true,
+      section: "ai-analysis",
+      description: "智能数据洞察",
+      tag: "AI",
+      children: [
+        {
+          title: "趋势识别",
+          href: "/ai-analysis/trends",
+          icon: <TrendingUp className="h-3 w-3" />,
+          description: "AI趋势预测",
+        },
+        {
+          title: "异常检测",
+          href: "/ai-analysis/anomaly",
+          icon: <Search className="h-3 w-3" />,
+          description: "智能异常监控",
         },
       ],
     },
@@ -118,6 +148,8 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
     switch (tag) {
       case "核心":
         return "bg-blue-100 text-blue-700 border-blue-200"
+      case "AI":
+        return "bg-purple-100 text-purple-700 border-purple-200"
       default:
         return "bg-gray-100 text-gray-700 border-gray-200"
     }
@@ -137,7 +169,7 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
       {/* 侧边栏 */}
       <div
         className={cn(
-          "fixed left-0 top-0 h-full w-72 glass-nav safe-area-top safe-area-left z-50 transition-transform duration-300 ease-out",
+          "fixed left-0 top-0 h-full w-80 glass-nav safe-area-top safe-area-left z-50 transition-transform duration-300 ease-out",
           isOpen ? "translate-x-0" : "-translate-x-full",
         )}
       >
@@ -173,7 +205,10 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
                     <div className="transition-colors duration-300 flex-shrink-0">{item.icon}</div>
                     <div className="flex-1 ml-2 min-w-0">
                       <div className="flex items-center justify-between">
-                        <span className="font-medium truncate">{item.title}</span>
+                        <div className="flex items-center gap-1">
+                          <span className="font-medium truncate">{item.title}</span>
+                          {item.hasHelp && <HelpCircle className="h-3 w-3 text-gray-400 flex-shrink-0" />}
+                        </div>
                         {item.tag && (
                           <Badge
                             className={cn("text-xs px-1.5 py-0.5 rounded ml-1 flex-shrink-0", getTagColor(item.tag))}
@@ -218,7 +253,10 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
                           {subItem.icon}
                         </div>
                         <div className="min-w-0 flex-1">
-                          <p className="font-medium truncate">{subItem.title}</p>
+                          <div className="flex items-center gap-1">
+                            <p className="font-medium truncate">{subItem.title}</p>
+                            {subItem.hasHelp && <HelpCircle className="h-3 w-3 text-gray-400 flex-shrink-0" />}
+                          </div>
                           <p className="text-xs text-gray-500 truncate">{subItem.description}</p>
                         </div>
                       </Link>
@@ -234,15 +272,15 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
         <div className="border-t border-white/20 p-3">
           <div className="glass-light rounded-lg p-2">
             <div className="flex items-center justify-between text-xs">
-              <span className="text-gray-600">数据同步</span>
+              <span className="text-gray-600">AI引擎状态</span>
               <div className="flex items-center">
                 <div className="w-2 h-2 bg-green-500 rounded-full mr-1"></div>
-                <span className="text-green-600">正常</span>
+                <span className="text-green-600">运行中</span>
               </div>
             </div>
             <div className="flex items-center justify-between text-xs mt-1">
-              <span className="text-gray-600">最后更新</span>
-              <span className="text-gray-500">2分钟前</span>
+              <span className="text-gray-600">数据同步</span>
+              <span className="text-gray-500">实时</span>
             </div>
           </div>
         </div>
diff --git a/app/data-platform/loading.tsx b/app/data-platform/loading.tsx
index f15322a..b674d1f 100644
--- a/app/data-platform/loading.tsx
+++ b/app/data-platform/loading.tsx
@@ -1,3 +1,61 @@
-export default function Loading() {
-  return null
+export default function DataPlatformLoading() {
+  return (
+    <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
+      {/* 页面标题骨架 */}
+      <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
+        <div>
+          <div className="h-8 bg-gray-200 rounded w-32 mb-2 animate-pulse"></div>
+          <div className="h-4 bg-gray-200 rounded w-48 animate-pulse"></div>
+        </div>
+        <div className="flex gap-2">
+          <div className="h-9 w-24 bg-gray-200 rounded animate-pulse"></div>
+          <div className="h-9 w-9 bg-gray-200 rounded animate-pulse"></div>
+          <div className="h-9 w-9 bg-gray-200 rounded animate-pulse"></div>
+        </div>
+      </div>
+
+      {/* 概览卡片骨架 */}
+      <div className="bg-white rounded-lg shadow-md p-4">
+        <div className="h-6 bg-gray-200 rounded w-32 mb-4 animate-pulse"></div>
+        <div className="grid grid-cols-2 md:grid-cols-4 gap-3 md:gap-4">
+          {Array.from({ length: 4 }).map((_, i) => (
+            <div key={i} className="bg-gray-50 p-3 rounded-lg">
+              <div className="h-8 bg-gray-200 rounded w-12 mb-2 animate-pulse"></div>
+              <div className="h-3 bg-gray-200 rounded w-16 animate-pulse"></div>
+            </div>
+          ))}
+        </div>
+      </div>
+
+      {/* 数据源卡片骨架 */}
+      <div className="bg-white rounded-lg shadow-md p-4">
+        <div className="h-6 bg-gray-200 rounded w-40 mb-4 animate-pulse"></div>
+        <div className="space-y-3">
+          {Array.from({ length: 3 }).map((_, i) => (
+            <div key={i} className="bg-gray-50 border rounded-lg p-3">
+              <div className="h-5 bg-gray-200 rounded w-48 mb-2 animate-pulse"></div>
+              <div className="h-4 bg-gray-200 rounded w-full mb-2 animate-pulse"></div>
+              <div className="h-3 bg-gray-200 rounded w-32 animate-pulse"></div>
+            </div>
+          ))}
+        </div>
+      </div>
+
+      {/* 其他内容骨架 */}
+      {Array.from({ length: 2 }).map((_, i) => (
+        <div key={i} className="bg-white rounded-lg shadow-md p-4">
+          <div className="h-6 bg-gray-200 rounded w-40 mb-4 animate-pulse"></div>
+          <div className="grid grid-cols-1 md:grid-cols-3 gap-4">
+            {Array.from({ length: 3 }).map((_, j) => (
+              <div key={j} className="bg-gray-50 p-4 rounded-lg">
+                <div className="h-4 bg-gray-200 rounded w-24 mb-2 animate-pulse"></div>
+                <div className="h-6 bg-gray-200 rounded w-16 mb-2 animate-pulse"></div>
+                <div className="h-2 bg-gray-200 rounded w-full animate-pulse"></div>
+              </div>
+            ))}
+          </div>
+        </div>
+      ))}
+    </div>
+  )
 }
diff --git a/app/data-platform/page.tsx b/app/data-platform/page.tsx
index 701385f..96acb57 100644
--- a/app/data-platform/page.tsx
+++ b/app/data-platform/page.tsx
@@ -1,433 +1,490 @@
 "use client"
 
 import { useState } from "react"
-import { Card, CardContent, CardHeader, CardTitle, CardDescription } from "@/components/ui/card"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
 import { Button } from "@/components/ui/button"
-import { Input } from "@/components/ui/input"
-import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"
-import { Database, Server, Link, RefreshCw, Download, Mail, FileText } from "lucide-react"
-import { Textarea } from "@/components/ui/textarea"
+import { Badge } from "@/components/ui/badge"
+import { Progress } from "@/components/ui/progress"
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
 import {
-  Dialog,
-  DialogContent,
-  DialogDescription,
-  DialogFooter,
-  DialogHeader,
-  DialogTitle,
-  DialogTrigger,
-} from "@/components/ui/dialog"
-import { Badge } from "@/components/ui/badge"
-import { Checkbox } from "@/components/ui/checkbox"
-import { Label } from "@/components/ui/label"
-import { DataSourceList } from "@/components/data-integration/data-source-list"
-import { DataFieldMapping } from "@/components/data-integration/data-field-mapping"
-import { DataCollectionSettings } from "@/components/data-integration/data-collection-settings"
-import { ApiDocumentation } from "@/components/data-integration/api-documentation"
-
-interface DataSource {
-  id: string
-  name: string
-  type: "mysql" | "postgresql" | "mongodb" | "oracle" | "sqlserver" | "api" | "file"
-  status: "connected" | "disconnected" | "error"
-  lastSync: string
-  tables: number
-  records: number
-}
+  Database,
+  Upload,
+  Download,
+  RefreshCw,
+  CheckCircle,
+  AlertCircle,
+  Clock,
+  FileText,
+  Settings,
+  ChevronRight,
+  ChevronDown,
+} from "lucide-react"
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible"
 
 export default function DataPlatformPage() {
-  const [activeTab, setActiveTab] = useState("data-integration")
-  const [selectedUserSegment, setSelectedUserSegment] = useState("")
-  const [analysisPrompt, setAnalysisPrompt] = useState("")
-  const [selectedEmail, setSelectedEmail] = useState("")
-  const [isAddingDataSource, setIsAddingDataSource] = useState(false)
+  const [timeRange, setTimeRange] = useState("today")
+  const [expandedSections, setExpandedSections] = useState({
+    overview: true,
+    sources: true,
+    integration: false,
+    quality: false,
+  })
 
-  // 数据源列表
-  const dataSources: DataSource[] = [
-    {
-      id: "1",
-      name: "用户数据库",
-      type: "mysql",
-      status: "connected",
-      lastSync: "2023-07-21 15:30",
-      tables: 12,
-      records: 1250000,
+  // 数据中台数据
+  const platformData = {
+    overview: {
+      totalRecords: 1245678,
+      dataSources: 8,
+      syncStatus: "正常",
+      lastUpdate: "2分钟前",
+      dataQuality: 94.6,
+      storageUsed: 2.3,
+      storageTotal: 10.0,
     },
-    {
-      id: "2",
-      name: "交易系统",
-      type: "postgresql",
-      status: "connected",
-      lastSync: "2023-07-21 14:45",
-      tables: 8,
-      records: 3450000,
+    dataSources: [
+      {
+        name: "用户行为数据库",
+        type: "MySQL",
+        status: "connected",
+        records: 456789,
+        lastSync: "1分钟前",
+        quality: 96.8,
+        description: "用户行为轨迹数据",
+      },
+      {
+        name: "CRM系统",
+        type: "API",
+        status: "connected",
+        records: 125678,
+        lastSync: "3分钟前",
+        quality: 94.2,
+        description: "客户关系管理数据",
+      },
+      {
+        name: "内容平台数据",
+        type: "API",
+        status: "syncing",
+        records: 234567,
+        lastSync: "正在同步",
+        quality: 92.5,
+        description: "抖音、小红书等平台数据",
+      },
+      {
+        name: "触客宝后台",
+        type: "API",
+        status: "connected",
+        records: 89234,
+        lastSync: "5分钟前",
+        quality: 95.1,
+        description: "呼入电话信息数据",
+      },
+      {
+        name: "飞书妙记",
+        type: "API",
+        status: "connected",
+        records: 12345,
+        lastSync: "10分钟前",
+        quality: 91.3,
+        description: "会议记录和内容摘要",
+      },
+      {
+        name: "表单提交数据",
+        type: "Webhook",
+        status: "connected",
+        records: 67890,
+        lastSync: "2分钟前",
+        quality: 97.2,
+        description: "在线表单提交数据",
+      },
+    ],
+    integrationStats: {
+      totalIntegrations: 8,
+      activeIntegrations: 7,
+      failedIntegrations: 0,
+      pendingIntegrations: 1,
+      avgSyncTime: "2.3分钟",
+      successRate: 98.7,
     },
-    {
-      id: "3",
-      name: "用户行为数据",
-      type: "mongodb",
-      status: "connected",
-      lastSync: "2023-07-21 13:20",
-      tables: 5,
-      records: 7800000,
+    dataQuality: {
+      completeness: 94.6,
+      accuracy: 96.2,
+      consistency: 92.8,
+      timeliness: 95.4,
+      validity: 93.7,
+      uniqueness: 97.1,
     },
-    {
-      id: "4",
-      name: "CRM系统",
-      type: "oracle",
-      status: "error",
-      lastSync: "2023-07-20 09:15",
-      tables: 15,
-      records: 2100000,
-    },
-  ]
-
-  // 用户画像分群列表
-  const userSegments = [
-    { id: "high-value", name: "高价值用户", count: 12500 },
-    { id: "new-users", name: "新注册用户", count: 45600 },
-    { id: "inactive", name: "非活跃用户", count: 28900 },
-    { id: "potential", name: "潜在高转化用户", count: 18700 },
-    { id: "loyal", name: "忠诚用户", count: 9800 },
-    { id: "risk", name: "流失风险用户", count: 15400 },
-  ]
-
-  // 邮箱列表
-  const emailList = [
-    { id: "1", email: "marketing@company.com", name: "营销团队" },
-    { id: "2", email: "sales@company.com", name: "销售团队" },
-    { id: "3", email: "product@company.com", name: "产品团队" },
-    { id: "4", email: "executive@company.com", name: "管理层" },
-  ]
-
-  const getDataSourceIcon = (type: DataSource["type"]) => {
-    switch (type) {
-      case "mysql":
-      case "postgresql":
-      case "oracle":
-      case "sqlserver":
-        return <Database className="h-8 w-8 text-blue-500" />
-      case "mongodb":
-        return <Server className="h-8 w-8 text-green-500" />
-      case "api":
-      case "file":
-        return <Link className="h-8 w-8 text-purple-500" />
-    }
   }
 
-  const getDataSourceTypeName = (type: DataSource["type"]) => {
-    switch (type) {
-      case "mysql":
-        return "MySQL"
-      case "postgresql":
-        return "PostgreSQL"
-      case "mongodb":
-        return "MongoDB"
-      case "oracle":
-        return "Oracle"
-      case "sqlserver":
-        return "SQL Server"
-      case "api":
-        return "API"
-      case "file":
-        return "文件"
-    }
+  const toggleSection = (section: string) => {
+    setExpandedSections((prev) => ({
+      ...prev,
+      [section]: !prev[section],
+    }))
   }
 
-  const getStatusBadge = (status: DataSource["status"]) => {
+  const getStatusColor = (status: string) => {
     switch (status) {
       case "connected":
-        return <Badge className="bg-green-100 text-green-800">已连接</Badge>
-      case "disconnected":
-        return <Badge className="bg-gray-100 text-gray-800">未连接</Badge>
+        return "bg-green-100 text-green-800"
+      case "syncing":
+        return "bg-yellow-100 text-yellow-800"
       case "error":
-        return <Badge className="bg-red-100 text-red-800">错误</Badge>
+        return "bg-red-100 text-red-800"
+      case "disconnected":
+        return "bg-gray-100 text-gray-800"
+      default:
+        return "bg-gray-100 text-gray-800"
+    }
+  }
+
+  const getStatusIcon = (status: string) => {
+    switch (status) {
+      case "connected":
+        return <CheckCircle className="h-4 w-4 text-green-600" />
+      case "syncing":
+        return <Clock className="h-4 w-4 text-yellow-600 animate-spin" />
+      case "error":
+        return <AlertCircle className="h-4 w-4 text-red-600" />
+      default:
+        return <AlertCircle className="h-4 w-4 text-gray-600" />
     }
   }
 
   return (
-    <div className="container mx-auto p-6 space-y-6">
+    <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
+      {/* 页面标题和工具栏 */}
       <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
         <div>
-          <h1 className="text-3xl font-bold">数据中台</h1>
-          <p className="text-muted-foreground mt-1">数据集成、API管理与数据采集</p>
+          <h1 className="text-2xl md:text-3xl font-bold">数据中台</h1>
+          <p className="text-sm md:text-base text-muted-foreground mt-1">多源数据整合与管理中心</p>
         </div>
-        <div className="flex gap-2">
-          <Button variant="outline" size="icon">
+        <div className="flex flex-wrap gap-2">
+          <Select value={timeRange} onValueChange={setTimeRange}>
+            <SelectTrigger className="w-[120px] text-sm">
+              <SelectValue placeholder="时间范围" />
+            </SelectTrigger>
+            <SelectContent>
+              <SelectItem value="today">今日</SelectItem>
+              <SelectItem value="week">本周</SelectItem>
+              <SelectItem value="month">本月</SelectItem>
+            </SelectContent>
+          </Select>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <Upload className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
             <RefreshCw className="h-4 w-4" />
           </Button>
-          <Button variant="outline">
+          <Button variant="outline" size="sm" className="hidden md:flex bg-transparent">
             <Download className="mr-2 h-4 w-4" />
-            导出数据
+            导出
           </Button>
         </div>
       </div>
 
-      <Tabs value={activeTab} onValueChange={setActiveTab} className="space-y-4">
-        <TabsList className="grid grid-cols-4 w-full max-w-2xl">
-          <TabsTrigger value="data-integration">数据集成</TabsTrigger>
-          <TabsTrigger value="data-collection">数据采集</TabsTrigger>
-          <TabsTrigger value="data-mapping">数据映射</TabsTrigger>
-          <TabsTrigger value="api-management">API管理</TabsTrigger>
-        </TabsList>
-
-        {/* 数据集成标签页 */}
-        <TabsContent value="data-integration" className="space-y-4">
-          <Card className="border shadow-md">
-            <CardHeader>
-              <CardTitle>数据源管理</CardTitle>
-              <CardDescription>管理和查看已连接的数据源</CardDescription>
+      {/* 数据中台概览 */}
+      <Collapsible
+        open={expandedSections.overview}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, overview: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-blue-50 to-indigo-50 border-b hover:from-blue-100 hover:to-indigo-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Database className="h-4 w-4 md:h-5 md:w-5 text-blue-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">平台概览</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">数据中台整体运行状况</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.overview ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
             </CardHeader>
-            <CardContent>
-              <DataSourceList />
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-2 md:grid-cols-4 gap-3 md:gap-4">
+                <div className="bg-blue-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-blue-600">
+                    {platformData.overview.totalRecords.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-blue-700">总数据量</div>
+                </div>
+                <div className="bg-green-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-green-600">
+                    {platformData.overview.dataSources}
+                  </div>
+                  <div className="text-xs text-green-700">数据源</div>
+                </div>
+                <div className="bg-purple-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-purple-600">
+                    {platformData.overview.dataQuality}%
+                  </div>
+                  <div className="text-xs text-purple-700">数据质量</div>
+                </div>
+                <div className="bg-orange-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-orange-600">
+                    {platformData.overview.storageUsed}GB
+                  </div>
+                  <div className="text-xs text-orange-700">存储使用</div>
+                </div>
+              </div>
+              <div className="mt-4 space-y-3">
+                <div>
+                  <div className="flex justify-between text-sm mb-1">
+                    <span>存储使用率</span>
+                    <span>
+                      {platformData.overview.storageUsed}GB / {platformData.overview.storageTotal}GB
+                    </span>
+                  </div>
+                  <Progress value={(platformData.overview.storageUsed / platformData.overview.storageTotal) * 100} />
+                </div>
+                <div>
+                  <div className="flex justify-between text-sm mb-1">
+                    <span>数据质量</span>
+                    <span>{platformData.overview.dataQuality}%</span>
+                  </div>
+                  <Progress value={platformData.overview.dataQuality} />
+                </div>
+              </div>
             </CardContent>
-          </Card>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
 
-          <Card className="border shadow-md">
-            <CardHeader>
-              <CardTitle>数据整合概览</CardTitle>
-              <CardDescription>基于ID、手机号、身份证号和IMEI设备号的数据整合</CardDescription>
+      {/* 数据源管理 */}
+      <Collapsible
+        open={expandedSections.sources}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, sources: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 border-b hover:from-green-100 hover:to-emerald-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <FileText className="h-4 w-4 md:h-5 md:w-5 text-green-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">数据源管理</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">
+                      数据源连接状态 ({platformData.dataSources.length})
+                    </CardDescription>
+                  </div>
+                </div>
+                {expandedSections.sources ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
             </CardHeader>
-            <CardContent>
-              <div className="space-y-4">
-                <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
-                  <Card className="border shadow-sm">
-                    <CardContent className="p-4 flex flex-col items-center justify-center">
-                      <div className="bg-blue-100 p-3 rounded-full mb-2">
-                        <Database className="h-6 w-6 text-blue-600" />
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="space-y-3">
+                {platformData.dataSources.map((source, index) => (
+                  <div key={index} className="bg-white border rounded-lg p-3 md:p-4">
+                    <div className="flex flex-col md:flex-row md:items-center justify-between gap-3">
+                      <div className="flex-1">
+                        <div className="flex items-center gap-2 mb-2">
+                          {getStatusIcon(source.status)}
+                          <h3 className="font-medium text-sm md:text-base">{source.name}</h3>
+                          <Badge className={getStatusColor(source.status)}>{source.status}</Badge>
+                          <Badge variant="outline" className="text-xs">
+                            {source.type}
+                          </Badge>
+                        </div>
+                        <p className="text-xs md:text-sm text-gray-600 mb-2">{source.description}</p>
+                        <div className="flex flex-wrap gap-4 text-xs">
+                          <span>数据量: {source.records.toLocaleString()}</span>
+                          <span>最后同步: {source.lastSync}</span>
+                          <span>质量评分: {source.quality}%</span>
+                        </div>
                       </div>
-                      <h3 className="font-medium text-center">用户ID</h3>
-                      <p className="text-sm text-muted-foreground text-center">1,245,678 条记录</p>
-                    </CardContent>
-                  </Card>
-                  <Card className="border shadow-sm">
-                    <CardContent className="p-4 flex flex-col items-center justify-center">
-                      <div className="bg-green-100 p-3 rounded-full mb-2">
-                        <FileText className="h-6 w-6 text-green-600" />
+                      <div className="flex flex-col md:items-end gap-2">
+                        <div className="text-right">
+                          <div className="text-sm font-bold text-green-600">{source.quality}%</div>
+                          <div className="text-xs text-gray-500">数据质量</div>
+                        </div>
+                        <Button variant="outline" size="sm" className="bg-transparent">
+                          <Settings className="h-3 w-3 mr-1" />
+                          配置
+                        </Button>
                       </div>
-                      <h3 className="font-medium text-center">手机号</h3>
-                      <p className="text-sm text-muted-foreground text-center">987,543 条记录</p>
-                    </CardContent>
-                  </Card>
-                  <Card className="border shadow-sm">
-                    <CardContent className="p-4 flex flex-col items-center justify-center">
-                      <div className="bg-purple-100 p-3 rounded-full mb-2">
-                        <FileText className="h-6 w-6 text-purple-600" />
-                      </div>
-                      <h3 className="font-medium text-center">身份证号</h3>
-                      <p className="text-sm text-muted-foreground text-center">654,321 条记录</p>
-                    </CardContent>
-                  </Card>
-                  <Card className="border shadow-sm">
-                    <CardContent className="p-4 flex flex-col items-center justify-center">
-                      <div className="bg-orange-100 p-3 rounded-full mb-2">
-                        <Server className="h-6 w-6 text-orange-600" />
-                      </div>
-                      <h3 className="font-medium text-center">IMEI设备号</h3>
-                      <p className="text-sm text-muted-foreground text-center">789,456 条记录</p>
-                    </CardContent>
-                  </Card>
-                </div>
-
-                <div className="flex justify-between items-center">
-                  <div>
-                    <h3 className="font-medium">数据整合状态</h3>
-                    <p className="text-sm text-muted-foreground">最后更新: 2023-07-21 16:30</p>
+                    </div>
+                    <div className="mt-3">
+                      <Progress value={source.quality} className="h-1.5" />
+                    </div>
                   </div>
-                  <Button>
-                    <RefreshCw className="mr-2 h-4 w-4" />
-                    刷新数据
-                  </Button>
-                </div>
+                ))}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
 
-                <div className="space-y-2">
-                  <div className="flex justify-between items-center">
-                    <span className="font-medium">用户数据整合率</span>
-                    <span className="text-green-600 font-medium">87%</span>
+      {/* 数据集成统计 */}
+      <Collapsible
+        open={expandedSections.integration}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, integration: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 border-b hover:from-purple-100 hover:to-pink-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <RefreshCw className="h-4 w-4 md:h-5 md:w-5 text-purple-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">集成统计</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">数据集成性能指标</CardDescription>
                   </div>
-                  <div className="w-full bg-gray-200 rounded-full h-2.5">
-                    <div className="bg-green-600 h-2.5 rounded-full" style={{ width: "87%" }}></div>
+                </div>
+                {expandedSections.integration ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
+                <div className="bg-blue-50 p-4 rounded-lg">
+                  <div className="flex items-center gap-2 mb-2">
+                    <Database className="h-4 w-4 text-blue-600" />
+                    <span className="text-sm font-medium">集成概况</span>
+                  </div>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">总集成数</span>
+                      <span className="text-sm font-bold">{platformData.integrationStats.totalIntegrations}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">活跃集成</span>
+                      <span className="text-sm font-bold">{platformData.integrationStats.activeIntegrations}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">待处理</span>
+                      <span className="text-sm font-bold">{platformData.integrationStats.pendingIntegrations}</span>
+                    </div>
                   </div>
                 </div>
 
-                <div className="space-y-2">
-                  <div className="flex justify-between items-center">
-                    <span className="font-medium">数据质量评分</span>
-                    <span className="text-blue-600 font-medium">92/100</span>
+                <div className="bg-green-50 p-4 rounded-lg">
+                  <div className="flex items-center gap-2 mb-2">
+                    <CheckCircle className="h-4 w-4 text-green-600" />
+                    <span className="text-sm font-medium">性能指标</span>
                   </div>
-                  <div className="w-full bg-gray-200 rounded-full h-2.5">
-                    <div className="bg-blue-600 h-2.5 rounded-full" style={{ width: "92%" }}></div>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">成功率</span>
+                      <span className="text-sm font-bold">{platformData.integrationStats.successRate}%</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">平均同步时间</span>
+                      <span className="text-sm font-bold">{platformData.integrationStats.avgSyncTime}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">失败集成</span>
+                      <span className="text-sm font-bold">{platformData.integrationStats.failedIntegrations}</span>
+                    </div>
                   </div>
                 </div>
 
-                <div className="space-y-2">
-                  <div className="flex justify-between items-center">
-                    <span className="font-medium">数据重复率</span>
-                    <span className="text-yellow-600 font-medium">5.2%</span>
+                <div className="bg-purple-50 p-4 rounded-lg">
+                  <div className="flex items-center gap-2 mb-2">
+                    <Clock className="h-4 w-4 text-purple-600" />
+                    <span className="text-sm font-medium">实时状态</span>
                   </div>
-                  <div className="w-full bg-gray-200 rounded-full h-2.5">
-                    <div className="bg-yellow-600 h-2.5 rounded-full" style={{ width: "5.2%" }}></div>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">最后更新</span>
+                      <span className="text-sm font-bold">{platformData.overview.lastUpdate}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">同步状态</span>
+                      <span className="text-sm font-bold text-green-600">{platformData.overview.syncStatus}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">系统负载</span>
+                      <span className="text-sm font-bold">正常</span>
+                    </div>
                   </div>
                 </div>
               </div>
             </CardContent>
-          </Card>
-        </TabsContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
 
-        {/* 数据采集标签页 */}
-        <TabsContent value="data-collection" className="space-y-4">
-          <DataCollectionSettings />
-        </TabsContent>
+      {/* 数据质量监控 */}
+      <Collapsible
+        open={expandedSections.quality}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, quality: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 border-b hover:from-orange-100 hover:to-red-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <CheckCircle className="h-4 w-4 md:h-5 md:w-5 text-orange-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">数据质量监控</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">数据质量多维度评估</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.quality ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
+                {Object.entries(platformData.dataQuality).map(([key, value], index) => {
+                  const labels = {
+                    completeness: "完整性",
+                    accuracy: "准确性",
+                    consistency: "一致性",
+                    timeliness: "及时性",
+                    validity: "有效性",
+                    uniqueness: "唯一性",
+                  }
 
-        {/* 数据映射标签页 */}
-        <TabsContent value="data-mapping" className="space-y-4">
-          <DataFieldMapping />
-        </TabsContent>
+                  const colors = [
+                    "bg-blue-50 text-blue-600",
+                    "bg-green-50 text-green-600",
+                    "bg-purple-50 text-purple-600",
+                    "bg-orange-50 text-orange-600",
+                    "bg-pink-50 text-pink-600",
+                    "bg-indigo-50 text-indigo-600",
+                  ]
 
-        {/* API管理标签页 */}
-        <TabsContent value="api-management" className="space-y-4">
-          <ApiDocumentation />
-        </TabsContent>
-      </Tabs>
-
-      {/* 添加数据源对话框 */}
-      <Dialog open={isAddingDataSource} onOpenChange={setIsAddingDataSource}>
-        <DialogContent className="sm:max-w-[500px]">
-          <DialogHeader>
-            <DialogTitle>添加新数据源</DialogTitle>
-            <DialogDescription>选择数据源类型并填写连接信息</DialogDescription>
-          </DialogHeader>
-          <div className="grid gap-4 py-4">
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="datasource-type" className="text-right">
-                数据源类型
-              </Label>
-              <Select>
-                <SelectTrigger className="col-span-3">
-                  <SelectValue placeholder="选择数据源类型" />
-                </SelectTrigger>
-                <SelectContent>
-                  <SelectItem value="mysql">MySQL</SelectItem>
-                  <SelectItem value="postgresql">PostgreSQL</SelectItem>
-                  <SelectItem value="mongodb">MongoDB</SelectItem>
-                  <SelectItem value="oracle">Oracle</SelectItem>
-                  <SelectItem value="sqlserver">SQL Server</SelectItem>
-                  <SelectItem value="api">API</SelectItem>
-                  <SelectItem value="file">文件</SelectItem>
-                </SelectContent>
-              </Select>
-            </div>
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="name" className="text-right">
-                数据源名称
-              </Label>
-              <Input id="name" className="col-span-3" />
-            </div>
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="host" className="text-right">
-                主机地址
-              </Label>
-              <Input id="host" className="col-span-3" />
-            </div>
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="port" className="text-right">
-                端口
-              </Label>
-              <Input id="port" className="col-span-3" />
-            </div>
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="username" className="text-right">
-                用户名
-              </Label>
-              <Input id="username" className="col-span-3" />
-            </div>
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="password" className="text-right">
-                密码
-              </Label>
-              <Input id="password" type="password" className="col-span-3" />
-            </div>
-            <div className="grid grid-cols-4 items-center gap-4">
-              <Label htmlFor="database" className="text-right">
-                数据库名
-              </Label>
-              <Input id="database" className="col-span-3" />
-            </div>
-          </div>
-          <DialogFooter>
-            <Button variant="outline" onClick={() => setIsAddingDataSource(false)}>
-              取消
-            </Button>
-            <Button onClick={() => setIsAddingDataSource(false)}>测试连接</Button>
-            <Button onClick={() => setIsAddingDataSource(false)}>保存</Button>
-          </DialogFooter>
-        </DialogContent>
-      </Dialog>
-
-      {/* AI数据分析对话框 */}
-      <Dialog>
-        <DialogTrigger asChild>
-          <Button className="hidden">打开AI数据分析</Button>
-        </DialogTrigger>
-        <DialogContent className="sm:max-w-[600px]">
-          <DialogHeader>
-            <DialogTitle>AI数据分析</DialogTitle>
-            <DialogDescription>选择用户分群并输入分析需求</DialogDescription>
-          </DialogHeader>
-          <div className="grid gap-4 py-4">
-            <div className="space-y-2">
-              <Label>选择用户分群</Label>
-              <Select value={selectedUserSegment} onValueChange={setSelectedUserSegment}>
-                <SelectTrigger>
-                  <SelectValue placeholder="选择用户分群" />
-                </SelectTrigger>
-                <SelectContent>
-                  {userSegments.map((segment) => (
-                    <SelectItem key={segment.id} value={segment.id}>
-                      {segment.name} ({segment.count.toLocaleString()}人)
-                    </SelectItem>
-                  ))}
-                </SelectContent>
-              </Select>
-            </div>
-            <div className="space-y-2">
-              <Label>分析需求</Label>
-              <Textarea
-                placeholder="例如：分析该用户群体的消费习惯和偏好"
-                value={analysisPrompt}
-                onChange={(e) => setAnalysisPrompt(e.target.value)}
-                rows={3}
-              />
-            </div>
-            <div className="space-y-2">
-              <Label>发送分析报告至</Label>
-              <Select value={selectedEmail} onValueChange={setSelectedEmail}>
-                <SelectTrigger>
-                  <SelectValue placeholder="选择接收邮箱" />
-                </SelectTrigger>
-                <SelectContent>
-                  {emailList.map((item) => (
-                    <SelectItem key={item.id} value={item.id}>
-                      {item.name} ({item.email})
-                    </SelectItem>
-                  ))}
-                </SelectContent>
-              </Select>
-            </div>
-            <div className="flex items-center space-x-2">
-              <Checkbox id="schedule" />
-              <Label htmlFor="schedule">定期发送分析报告</Label>
-            </div>
-          </div>
-          <DialogFooter>
-            <Button variant="outline">取消</Button>
-            <Button>
-              <Mail className="mr-2 h-4 w-4" />
-              生成分析并发送
-            </Button>
-          </DialogFooter>
-        </DialogContent>
-      </Dialog>
+                  return (
+                    <div key={key} className={`p-4 rounded-lg ${colors[index]}`}>
+                      <div className="text-center">
+                        <div className="text-2xl font-bold mb-1">{value}%</div>
+                        <div className="text-sm">{labels[key as keyof typeof labels]}</div>
+                        <div className="mt-2">
+                          <Progress value={value} className="h-1.5" />
+                        </div>
+                      </div>
+                    </div>
+                  )
+                })}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
     </div>
   )
 }
diff --git a/app/globals.css b/app/globals.css
index 91bad4c..414010f 100644
--- a/app/globals.css
+++ b/app/globals.css
@@ -103,15 +103,18 @@
   /* 移动端毛玻璃效果优化 */
   @media (max-width: 768px) {
     .glass {
-      @apply backdrop-blur-sm bg-white/15;
+      @apply backdrop-blur-sm;
+      background-color: rgba(255, 255, 255, 0.15);
     }
 
     .glass-light {
-      @apply backdrop-blur-sm bg-white/25;
+      @apply backdrop-blur-sm;
+      background-color: rgba(255, 255, 255, 0.25);
     }
 
     .glass-heavy {
-      @apply backdrop-blur-md bg-white/35;
+      @apply backdrop-blur-md;
+      background-color: rgba(255, 255, 255, 0.35);
     }
   }
 
diff --git a/app/loading.tsx b/app/loading.tsx
new file mode 100644
index 0000000..f15322a
--- /dev/null
+++ b/app/loading.tsx
@@ -0,0 +1,3 @@
+export default function Loading() {
+  return null
+}
diff --git a/app/page.tsx b/app/page.tsx
index 7df4115..1d82555 100644
--- a/app/page.tsx
+++ b/app/page.tsx
@@ -1,308 +1,407 @@
 "use client"
-import { useRouter } from "next/navigation"
-import { cn } from "@/lib/utils"
 
+import { useState } from "react"
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
 import { Button } from "@/components/ui/button"
+import { Badge } from "@/components/ui/badge"
 import { Progress } from "@/components/ui/progress"
-import { Database, Users, Target, TrendingUp, Activity, CheckCircle, ArrowRight, BarChart3, Zap } from "lucide-react"
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
+import {
+  Database,
+  Target,
+  Brain,
+  Search,
+  BarChart3,
+  RefreshCw,
+  Download,
+  ChevronRight,
+  Activity,
+  Zap,
+} from "lucide-react"
+import Link from "next/link"
 
-export default function Home() {
-  const router = useRouter()
+export default function HomePage() {
+  const [timeRange, setTimeRange] = useState("today")
 
-  // 真实的数据概览
-  const systemOverview = {
-    totalUsers: 156234,
-    activeUsers: 89167,
-    dataIntegrations: 12,
-    avgUserValue: 3248,
-    dataQuality: 94.6,
-    syncStatus: "正常",
+  // 今日数据概览
+  const todayStats = {
+    dataSync: {
+      total: 1245678,
+      growth: "+12.5%",
+      sources: 8,
+      lastUpdate: "2分钟前",
+    },
+    userDiscovery: {
+      activeUsers: 45678,
+      newUsers: 1234,
+      engagement: "87.5%",
+      growth: "+8.2%",
+    },
+    userValuation: {
+      avgValue: 3248,
+      highValue: 12456,
+      growth: "+15.8%",
+      upgradeRate: "12.5%",
+    },
+    aiAnalysis: {
+      insights: 156,
+      anomalies: 3,
+      predictions: 89,
+      accuracy: "94.2%",
+    },
   }
 
-  // 数据集成状态
-  const dataIntegrations = [
-    { name: "用户行为数据", status: "connected", lastSync: "2分钟前", records: 245673 },
-    { name: "CRM系统", status: "connected", lastSync: "5分钟前", records: 156234 },
-    { name: "内容互动数据", status: "connected", lastSync: "1分钟前", records: 892456 },
-    { name: "营销活动数据", status: "syncing", lastSync: "正在同步", records: 0 },
-  ]
-
-  // 用户画像概览
-  const userPortraitStats = {
-    totalTags: 342,
-    activeTags: 287,
-    userCoverage: 95.8,
-    segmentCount: 24,
-  }
-
-  // 用户估值概览
-  const userValueStats = {
-    highValueUsers: 18234,
-    mediumValueUsers: 47891,
-    lowValueUsers: 32156,
-    upgradeRate: 12.3,
-  }
-
-  const quickActions = [
+  // 实时活动数据
+  const realtimeActivities = [
     {
-      title: "数据集成",
-      description: "管理数据源和同步",
-      icon: <Database className="h-5 w-5" />,
-      href: "/data-integration",
-      color: "bg-blue-50 hover:bg-blue-100 border-blue-200",
+      id: 1,
+      type: "data_sync",
+      message: "电商平台数据同步完成",
+      time: "刚刚",
+      status: "success",
     },
     {
-      title: "用户画像",
-      description: "查看用户标签和分群",
-      icon: <Users className="h-5 w-5" />,
-      href: "/user-portrait",
-      color: "bg-purple-50 hover:bg-purple-100 border-purple-200",
+      id: 2,
+      type: "user_discovery",
+      message: "发现新用户行为模式",
+      time: "2分钟前",
+      status: "info",
     },
     {
-      title: "用户估值",
-      description: "分析用户价值和升级路径",
-      icon: <Target className="h-5 w-5" />,
-      href: "/user-value",
-      color: "bg-green-50 hover:bg-green-100 border-green-200",
+      id: 3,
+      type: "ai_analysis",
+      message: "AI检测到异常流量",
+      time: "5分钟前",
+      status: "warning",
+    },
+    {
+      id: 4,
+      type: "user_valuation",
+      message: "用户价值模型更新完成",
+      time: "8分钟前",
+      status: "success",
     },
   ]
 
+  const getActivityIcon = (type: string) => {
+    switch (type) {
+      case "data_sync":
+        return <Database className="h-4 w-4" />
+      case "user_discovery":
+        return <Search className="h-4 w-4" />
+      case "user_valuation":
+        return <Target className="h-4 w-4" />
+      case "ai_analysis":
+        return <Brain className="h-4 w-4" />
+      default:
+        return <Activity className="h-4 w-4" />
+    }
+  }
+
+  const getStatusColor = (status: string) => {
+    switch (status) {
+      case "success":
+        return "text-green-600"
+      case "warning":
+        return "text-yellow-600"
+      case "info":
+        return "text-blue-600"
+      default:
+        return "text-gray-600"
+    }
+  }
+
   return (
-    <div className="container mx-auto py-6 space-y-8">
-      {/* 页面标题 */}
-      <div className="text-center space-y-2">
-        <h1 className="text-3xl font-bold bg-gradient-to-r from-blue-600 to-purple-600 bg-clip-text text-transparent">
-          用户数字资产中台
-        </h1>
-        <p className="text-muted-foreground">统一的用户数据管理和分析平台</p>
+    <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
+      {/* 页面标题和工具栏 */}
+      <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
+        <div>
+          <h1 className="text-2xl md:text-3xl font-bold tracking-tight">数据概览</h1>
+          <p className="text-sm md:text-base text-muted-foreground">智能数据分析平台总览</p>
+        </div>
+        <div className="flex gap-2">
+          <Select value={timeRange} onValueChange={setTimeRange}>
+            <SelectTrigger className="w-[120px] text-sm">
+              <SelectValue placeholder="时间范围" />
+            </SelectTrigger>
+            <SelectContent>
+              <SelectItem value="today">今日</SelectItem>
+              <SelectItem value="week">本周</SelectItem>
+              <SelectItem value="month">本月</SelectItem>
+            </SelectContent>
+          </Select>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <RefreshCw className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="sm" className="hidden md:flex bg-transparent">
+            <Download className="mr-2 h-4 w-4" />
+            导出
+          </Button>
+        </div>
       </div>
 
-      {/* 系统概览 */}
-      <Card className="border-none shadow-lg">
-        <CardHeader>
-          <CardTitle className="flex items-center gap-2">
-            <BarChart3 className="h-5 w-5" />
-            系统概览
-          </CardTitle>
-          <CardDescription>平台整体运行状况</CardDescription>
-        </CardHeader>
-        <CardContent>
-          <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
-            <div className="bg-gradient-to-r from-blue-50 to-blue-100 rounded-lg p-4">
+      {/* 核心功能模块 */}
+      <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-4">
+        {/* 数据中台 */}
+        <Link href="/data-platform">
+          <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
+            <CardHeader className="bg-gradient-to-r from-blue-50 to-indigo-50 pb-3">
               <div className="flex items-center justify-between">
-                <div>
-                  <p className="text-sm font-medium text-blue-600">总用户数</p>
-                  <p className="text-2xl font-bold text-blue-900">{systemOverview.totalUsers.toLocaleString()}</p>
+                <div className="flex items-center gap-2">
+                  <Database className="h-5 w-5 text-blue-600" />
+                  <CardTitle className="text-base">数据中台</CardTitle>
                 </div>
-                <Users className="h-8 w-8 text-blue-600" />
+                <Badge className="bg-blue-100 text-blue-700">核心</Badge>
               </div>
-              <div className="mt-2">
-                <p className="text-xs text-blue-600">
-                  活跃用户: {systemOverview.activeUsers.toLocaleString()} (
-                  {((systemOverview.activeUsers / systemOverview.totalUsers) * 100).toFixed(1)}%)
-                </p>
-              </div>
-            </div>
-
-            <div className="bg-gradient-to-r from-purple-50 to-purple-100 rounded-lg p-4">
-              <div className="flex items-center justify-between">
-                <div>
-                  <p className="text-sm font-medium text-purple-600">平均用户价值</p>
-                  <p className="text-2xl font-bold text-purple-900">¥{systemOverview.avgUserValue.toLocaleString()}</p>
+              <CardDescription className="text-xs">多源数据整合中心</CardDescription>
+            </CardHeader>
+            <CardContent className="pt-3">
+              <div className="space-y-2">
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">数据总量</span>
+                  <span className="font-bold">{todayStats.dataSync.total.toLocaleString()}</span>
                 </div>
-                <Target className="h-8 w-8 text-purple-600" />
-              </div>
-              <div className="mt-2">
-                <p className="text-xs text-purple-600">较上月提升 8.2%</p>
-              </div>
-            </div>
-
-            <div className="bg-gradient-to-r from-green-50 to-green-100 rounded-lg p-4">
-              <div className="flex items-center justify-between">
-                <div>
-                  <p className="text-sm font-medium text-green-600">数据质量</p>
-                  <p className="text-2xl font-bold text-green-900">{systemOverview.dataQuality}%</p>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">数据源</span>
+                  <span className="font-bold">{todayStats.dataSync.sources}个</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">增长率</span>
+                  <span className="text-green-600 font-bold">{todayStats.dataSync.growth}</span>
+                </div>
+                <div className="flex items-center justify-between mt-3">
+                  <span className="text-xs text-gray-500">最后更新: {todayStats.dataSync.lastUpdate}</span>
+                  <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-blue-600 transition-colors" />
                 </div>
-                <CheckCircle className="h-8 w-8 text-green-600" />
               </div>
-              <div className="mt-2">
-                <Progress value={systemOverview.dataQuality} className="h-2" />
-              </div>
-            </div>
-          </div>
-        </CardContent>
-      </Card>
-
-      {/* 快速操作 */}
-      <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
-        {quickActions.map((action, index) => (
-          <Card
-            key={index}
-            className={cn(
-              "border-2 cursor-pointer transition-all duration-300 hover:shadow-lg hover:scale-105",
-              action.color,
-            )}
-            onClick={() => router.push(action.href)}
-          >
-            <CardContent className="p-6">
-              <div className="flex items-center justify-between mb-4">
-                <div className="p-2 rounded-lg bg-white/50">{action.icon}</div>
-                <ArrowRight className="h-5 w-5 text-gray-400" />
-              </div>
-              <h3 className="font-semibold text-lg mb-2">{action.title}</h3>
-              <p className="text-sm text-gray-600">{action.description}</p>
             </CardContent>
           </Card>
-        ))}
+        </Link>
+
+        {/* 用户发现 */}
+        <Link href="/user-discovery">
+          <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
+            <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 pb-3">
+              <div className="flex items-center justify-between">
+                <div className="flex items-center gap-2">
+                  <Search className="h-5 w-5 text-green-600" />
+                  <CardTitle className="text-base">用户发现</CardTitle>
+                </div>
+              </div>
+              <CardDescription className="text-xs">用户行为洞察分析</CardDescription>
+            </CardHeader>
+            <CardContent className="pt-3">
+              <div className="space-y-2">
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">活跃用户</span>
+                  <span className="font-bold">{todayStats.userDiscovery.activeUsers.toLocaleString()}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">新增用户</span>
+                  <span className="font-bold">{todayStats.userDiscovery.newUsers.toLocaleString()}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">参与度</span>
+                  <span className="text-green-600 font-bold">{todayStats.userDiscovery.engagement}</span>
+                </div>
+                <div className="flex items-center justify-between mt-3">
+                  <span className="text-xs text-green-600">增长 {todayStats.userDiscovery.growth}</span>
+                  <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-green-600 transition-colors" />
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        </Link>
+
+        {/* 用户估值 */}
+        <Link href="/user-valuation">
+          <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 pb-3">
+              <div className="flex items-center justify-between">
+                <div className="flex items-center gap-2">
+                  <Target className="h-5 w-5 text-purple-600" />
+                  <CardTitle className="text-base">用户估值</CardTitle>
+                </div>
+              </div>
+              <CardDescription className="text-xs">用户价值评估模型</CardDescription>
+            </CardHeader>
+            <CardContent className="pt-3">
+              <div className="space-y-2">
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">平均估值</span>
+                  <span className="font-bold">¥{todayStats.userValuation.avgValue.toLocaleString()}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">高价值用户</span>
+                  <span className="font-bold">{todayStats.userValuation.highValue.toLocaleString()}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">升级率</span>
+                  <span className="text-purple-600 font-bold">{todayStats.userValuation.upgradeRate}</span>
+                </div>
+                <div className="flex items-center justify-between mt-3">
+                  <span className="text-xs text-purple-600">增长 {todayStats.userValuation.growth}</span>
+                  <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-purple-600 transition-colors" />
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        </Link>
+
+        {/* AI分析 */}
+        <Link href="/ai-analysis">
+          <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
+            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 pb-3">
+              <div className="flex items-center justify-between">
+                <div className="flex items-center gap-2">
+                  <Brain className="h-5 w-5 text-orange-600" />
+                  <CardTitle className="text-base">AI分析</CardTitle>
+                </div>
+                <Badge className="bg-orange-100 text-orange-700">AI</Badge>
+              </div>
+              <CardDescription className="text-xs">智能数据洞察</CardDescription>
+            </CardHeader>
+            <CardContent className="pt-3">
+              <div className="space-y-2">
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">AI洞察</span>
+                  <span className="font-bold">{todayStats.aiAnalysis.insights}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">异常检测</span>
+                  <span className="font-bold">{todayStats.aiAnalysis.anomalies}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">预测准确率</span>
+                  <span className="text-orange-600 font-bold">{todayStats.aiAnalysis.accuracy}</span>
+                </div>
+                <div className="flex items-center justify-between mt-3">
+                  <span className="text-xs text-orange-600">预测 {todayStats.aiAnalysis.predictions}个</span>
+                  <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-orange-600 transition-colors" />
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        </Link>
       </div>
 
-      {/* 详细状态 */}
-      <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
-        {/* 数据集成状态 */}
-        <Card>
+      {/* 实时数据流 */}
+      <div className="grid grid-cols-1 lg:grid-cols-3 gap-4 md:gap-6">
+        {/* 今日关键指标 */}
+        <Card className="lg:col-span-2 border-none shadow-md">
           <CardHeader>
             <CardTitle className="flex items-center gap-2">
-              <Database className="h-5 w-5" />
-              数据集成状态
+              <BarChart3 className="h-5 w-5 text-blue-600" />
+              今日关键指标
             </CardTitle>
-            <CardDescription>当前数据源连接状态</CardDescription>
+            <CardDescription>实时数据监控</CardDescription>
+          </CardHeader>
+          <CardContent>
+            <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
+              <div className="text-center p-3 bg-blue-50 rounded-lg">
+                <div className="text-2xl font-bold text-blue-600">98.5%</div>
+                <div className="text-xs text-gray-600">系统可用性</div>
+              </div>
+              <div className="text-center p-3 bg-green-50 rounded-lg">
+                <div className="text-2xl font-bold text-green-600">2.3s</div>
+                <div className="text-xs text-gray-600">平均响应时间</div>
+              </div>
+              <div className="text-center p-3 bg-purple-50 rounded-lg">
+                <div className="text-2xl font-bold text-purple-600">156</div>
+                <div className="text-xs text-gray-600">AI洞察数</div>
+              </div>
+              <div className="text-center p-3 bg-orange-50 rounded-lg">
+                <div className="text-2xl font-bold text-orange-600">94.2%</div>
+                <div className="text-xs text-gray-600">预测准确率</div>
+              </div>
+            </div>
+            <div className="mt-4 space-y-3">
+              <div>
+                <div className="flex justify-between text-sm mb-1">
+                  <span>数据处理进度</span>
+                  <span>87%</span>
+                </div>
+                <Progress value={87} className="h-2" />
+              </div>
+              <div>
+                <div className="flex justify-between text-sm mb-1">
+                  <span>AI模型训练</span>
+                  <span>92%</span>
+                </div>
+                <Progress value={92} className="h-2" />
+              </div>
+            </div>
+          </CardContent>
+        </Card>
+
+        {/* 实时活动 */}
+        <Card className="border-none shadow-md">
+          <CardHeader>
+            <CardTitle className="flex items-center gap-2">
+              <Activity className="h-5 w-5 text-green-600" />
+              实时活动
+            </CardTitle>
+            <CardDescription>系统活动监控</CardDescription>
           </CardHeader>
           <CardContent>
             <div className="space-y-3">
-              {dataIntegrations.map((integration, index) => (
-                <div key={index} className="flex items-center justify-between p-3 bg-gray-50 rounded-lg">
-                  <div className="flex items-center gap-3">
-                    <div
-                      className={cn(
-                        "w-3 h-3 rounded-full",
-                        integration.status === "connected"
-                          ? "bg-green-500"
-                          : integration.status === "syncing"
-                            ? "bg-yellow-500"
-                            : "bg-red-500",
-                      )}
-                    />
-                    <div>
-                      <p className="font-medium text-sm">{integration.name}</p>
-                      <p className="text-xs text-gray-500">{integration.lastSync}</p>
-                    </div>
+              {realtimeActivities.map((activity) => (
+                <div key={activity.id} className="flex items-start gap-3 p-2 hover:bg-gray-50 rounded-lg">
+                  <div className={`p-1 rounded-full ${getStatusColor(activity.status)}`}>
+                    {getActivityIcon(activity.type)}
                   </div>
-                  <div className="text-right">
-                    <p className="text-sm font-medium">{integration.records.toLocaleString()}</p>
-                    <p className="text-xs text-gray-500">记录</p>
+                  <div className="flex-1 min-w-0">
+                    <p className="text-sm font-medium truncate">{activity.message}</p>
+                    <p className="text-xs text-gray-500">{activity.time}</p>
                   </div>
                 </div>
               ))}
             </div>
-            <Button
-              variant="outline"
-              className="w-full mt-4 bg-transparent"
-              onClick={() => router.push("/data-integration")}
-            >
-              查看详情
-            </Button>
-          </CardContent>
-        </Card>
-
-        {/* 用户画像概览 */}
-        <Card>
-          <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <Users className="h-5 w-5" />
-              用户画像概览
-            </CardTitle>
-            <CardDescription>用户标签和分群统计</CardDescription>
-          </CardHeader>
-          <CardContent>
-            <div className="grid grid-cols-2 gap-4 mb-4">
-              <div className="text-center p-3 bg-purple-50 rounded-lg">
-                <p className="text-2xl font-bold text-purple-600">{userPortraitStats.totalTags}</p>
-                <p className="text-sm text-gray-600">总标签数</p>
-              </div>
-              <div className="text-center p-3 bg-blue-50 rounded-lg">
-                <p className="text-2xl font-bold text-blue-600">{userPortraitStats.segmentCount}</p>
-                <p className="text-sm text-gray-600">用户分群</p>
-              </div>
-            </div>
-            <div className="space-y-3">
-              <div className="flex justify-between items-center">
-                <span className="text-sm">标签覆盖率</span>
-                <span className="text-sm font-medium">{userPortraitStats.userCoverage}%</span>
-              </div>
-              <Progress value={userPortraitStats.userCoverage} className="h-2" />
-              <div className="flex justify-between items-center">
-                <span className="text-sm">活跃标签</span>
-                <span className="text-sm font-medium">{userPortraitStats.activeTags}</span>
-              </div>
-              <Progress value={(userPortraitStats.activeTags / userPortraitStats.totalTags) * 100} className="h-2" />
-            </div>
-            <Button
-              variant="outline"
-              className="w-full mt-4 bg-transparent"
-              onClick={() => router.push("/user-portrait")}
-            >
-              查看详情
-            </Button>
-          </CardContent>
-        </Card>
-
-        {/* 用户估值概览 */}
-        <Card className="lg:col-span-2">
-          <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <Target className="h-5 w-5" />
-              用户价值分布
-            </CardTitle>
-            <CardDescription>用户价值等级和升级情况</CardDescription>
-          </CardHeader>
-          <CardContent>
-            <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
-              <div className="bg-green-50 p-4 rounded-lg">
-                <div className="flex items-center justify-between mb-2">
-                  <p className="text-sm font-medium text-green-600">高价值用户</p>
-                  <TrendingUp className="h-4 w-4 text-green-600" />
-                </div>
-                <p className="text-xl font-bold text-green-900">{userValueStats.highValueUsers.toLocaleString()}</p>
-                <p className="text-xs text-green-600">
-                  占比 {((userValueStats.highValueUsers / systemOverview.totalUsers) * 100).toFixed(1)}%
-                </p>
-              </div>
-              <div className="bg-blue-50 p-4 rounded-lg">
-                <div className="flex items-center justify-between mb-2">
-                  <p className="text-sm font-medium text-blue-600">中价值用户</p>
-                  <Activity className="h-4 w-4 text-blue-600" />
-                </div>
-                <p className="text-xl font-bold text-blue-900">{userValueStats.mediumValueUsers.toLocaleString()}</p>
-                <p className="text-xs text-blue-600">
-                  占比 {((userValueStats.mediumValueUsers / systemOverview.totalUsers) * 100).toFixed(1)}%
-                </p>
-              </div>
-              <div className="bg-gray-50 p-4 rounded-lg">
-                <div className="flex items-center justify-between mb-2">
-                  <p className="text-sm font-medium text-gray-600">低价值用户</p>
-                  <Users className="h-4 w-4 text-gray-600" />
-                </div>
-                <p className="text-xl font-bold text-gray-900">{userValueStats.lowValueUsers.toLocaleString()}</p>
-                <p className="text-xs text-gray-600">
-                  占比 {((userValueStats.lowValueUsers / systemOverview.totalUsers) * 100).toFixed(1)}%
-                </p>
-              </div>
-              <div className="bg-orange-50 p-4 rounded-lg">
-                <div className="flex items-center justify-between mb-2">
-                  <p className="text-sm font-medium text-orange-600">升级率</p>
-                  <Zap className="h-4 w-4 text-orange-600" />
-                </div>
-                <p className="text-xl font-bold text-orange-900">{userValueStats.upgradeRate}%</p>
-                <p className="text-xs text-orange-600">较上月提升 2.1%</p>
-              </div>
-            </div>
-            <Button variant="outline" className="w-full mt-4 bg-transparent" onClick={() => router.push("/user-value")}>
-              查看详情
+            <Button variant="outline" className="w-full mt-4 text-sm bg-transparent">
+              查看全部活动
             </Button>
           </CardContent>
         </Card>
       </div>
+
+      {/* 快速操作 */}
+      <Card className="border-none shadow-md">
+        <CardHeader>
+          <CardTitle className="flex items-center gap-2">
+            <Zap className="h-5 w-5 text-yellow-600" />
+            快速操作
+          </CardTitle>
+          <CardDescription>常用功能快捷入口</CardDescription>
+        </CardHeader>
+        <CardContent>
+          <div className="grid grid-cols-2 md:grid-cols-4 gap-3">
+            <Link href="/data-platform">
+              <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
+                <Database className="h-5 w-5" />
+                <span className="text-xs">数据导入</span>
+              </Button>
+            </Link>
+            <Link href="/user-discovery/behavior">
+              <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
+                <Search className="h-5 w-5" />
+                <span className="text-xs">行为分析</span>
+              </Button>
+            </Link>
+            <Link href="/user-valuation/model">
+              <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
+                <Target className="h-5 w-5" />
+                <span className="text-xs">价值评估</span>
+              </Button>
+            </Link>
+            <Link href="/ai-analysis/trends">
+              <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
+                <Brain className="h-5 w-5" />
+                <span className="text-xs">AI预测</span>
+              </Button>
+            </Link>
+          </div>
+        </CardContent>
+      </Card>
     </div>
   )
 }
diff --git a/app/user-discovery/loading.tsx b/app/user-discovery/loading.tsx
new file mode 100644
index 0000000..f15322a
--- /dev/null
+++ b/app/user-discovery/loading.tsx
@@ -0,0 +1,3 @@
+export default function Loading() {
+  return null
+}
diff --git a/app/user-discovery/page.tsx b/app/user-discovery/page.tsx
new file mode 100644
index 0000000..f815444
--- /dev/null
+++ b/app/user-discovery/page.tsx
@@ -0,0 +1,429 @@
+"use client"
+
+import { useState } from "react"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Button } from "@/components/ui/button"
+import { Badge } from "@/components/ui/badge"
+import { Progress } from "@/components/ui/progress"
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
+import {
+  Search,
+  Users,
+  TrendingUp,
+  BarChart3,
+  Filter,
+  RefreshCw,
+  Download,
+  ChevronRight,
+  ChevronDown,
+  Eye,
+  Clock,
+  Smartphone,
+} from "lucide-react"
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible"
+
+export default function UserDiscoveryPage() {
+  const [timeRange, setTimeRange] = useState("today")
+  const [searchQuery, setSearchQuery] = useState("")
+  const [expandedSections, setExpandedSections] = useState({
+    overview: true,
+    behavior: true,
+    segmentation: false,
+    engagement: false,
+  })
+
+  // 用户发现数据
+  const discoveryData = {
+    overview: {
+      totalUsers: 125678,
+      activeUsers: 45678,
+      newUsers: 1234,
+      engagement: 87.5,
+      growth: "+12.3%",
+    },
+    behaviorPatterns: [
+      {
+        pattern: "购买决策路径",
+        users: 12456,
+        avgTime: "3.2天",
+        conversion: "23.5%",
+        trend: "+8.2%",
+      },
+      {
+        pattern: "内容浏览偏好",
+        users: 8765,
+        avgTime: "15分钟",
+        conversion: "45.8%",
+        trend: "+12.1%",
+      },
+      {
+        pattern: "社交分享行为",
+        users: 6543,
+        avgTime: "2.1分钟",
+        conversion: "67.3%",
+        trend: "+5.7%",
+      },
+      {
+        pattern: "移动端使用习惯",
+        users: 9876,
+        avgTime: "8.5分钟",
+        conversion: "34.2%",
+        trend: "+15.4%",
+      },
+    ],
+    userSegments: [
+      {
+        name: "高价值活跃用户",
+        count: 12456,
+        percentage: 28.6,
+        characteristics: ["高频使用", "高消费", "高推荐"],
+        color: "bg-green-100 text-green-800",
+      },
+      {
+        name: "潜力增长用户",
+        count: 18765,
+        percentage: 43.2,
+        characteristics: ["中频使用", "增长潜力", "易转化"],
+        color: "bg-blue-100 text-blue-800",
+      },
+      {
+        name: "新注册用户",
+        count: 8234,
+        percentage: 18.9,
+        characteristics: ["新用户", "探索期", "需引导"],
+        color: "bg-purple-100 text-purple-800",
+      },
+      {
+        name: "流失风险用户",
+        count: 4123,
+        percentage: 9.3,
+        characteristics: ["低活跃", "流失风险", "需挽回"],
+        color: "bg-red-100 text-red-800",
+      },
+    ],
+    engagementMetrics: {
+      dailyActive: 45678,
+      weeklyActive: 89234,
+      monthlyActive: 125678,
+      avgSessionTime: "12.5分钟",
+      bounceRate: "23.4%",
+      returnRate: "67.8%",
+    },
+  }
+
+  const toggleSection = (section: string) => {
+    setExpandedSections((prev) => ({
+      ...prev,
+      [section]: !prev[section],
+    }))
+  }
+
+  return (
+    <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
+      {/* 页面标题和工具栏 */}
+      <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
+        <div>
+          <h1 className="text-2xl md:text-3xl font-bold">用户发现</h1>
+          <p className="text-sm md:text-base text-muted-foreground mt-1">用户行为洞察与分析</p>
+        </div>
+        <div className="flex flex-wrap gap-2">
+          <Select value={timeRange} onValueChange={setTimeRange}>
+            <SelectTrigger className="w-[120px] text-sm">
+              <SelectValue placeholder="时间范围" />
+            </SelectTrigger>
+            <SelectContent>
+              <SelectItem value="today">今日</SelectItem>
+              <SelectItem value="week">本周</SelectItem>
+              <SelectItem value="month">本月</SelectItem>
+            </SelectContent>
+          </Select>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <Filter className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <RefreshCw className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="sm" className="hidden md:flex bg-transparent">
+            <Download className="mr-2 h-4 w-4" />
+            导出
+          </Button>
+        </div>
+      </div>
+
+      {/* 用户发现概览 */}
+      <Collapsible
+        open={expandedSections.overview}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, overview: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 border-b hover:from-green-100 hover:to-emerald-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Search className="h-4 w-4 md:h-5 md:w-5 text-green-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">发现概览</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">用户行为整体洞察</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.overview ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-2 md:grid-cols-5 gap-3 md:gap-4">
+                <div className="bg-blue-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-blue-600">
+                    {discoveryData.overview.totalUsers.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-blue-700">总用户数</div>
+                </div>
+                <div className="bg-green-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-green-600">
+                    {discoveryData.overview.activeUsers.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-green-700">活跃用户</div>
+                </div>
+                <div className="bg-purple-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-purple-600">
+                    {discoveryData.overview.newUsers.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-purple-700">新增用户</div>
+                </div>
+                <div className="bg-orange-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-orange-600">
+                    {discoveryData.overview.engagement}%
+                  </div>
+                  <div className="text-xs text-orange-700">参与度</div>
+                </div>
+                <div className="bg-pink-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-pink-600">{discoveryData.overview.growth}</div>
+                  <div className="text-xs text-pink-700">增长率</div>
+                </div>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 行为模式分析 */}
+      <Collapsible
+        open={expandedSections.behavior}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, behavior: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-blue-50 to-indigo-50 border-b hover:from-blue-100 hover:to-indigo-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <BarChart3 className="h-4 w-4 md:h-5 md:w-5 text-blue-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">行为模式分析</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">用户行为模式识别</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.behavior ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="space-y-3">
+                {discoveryData.behaviorPatterns.map((pattern, index) => (
+                  <div key={index} className="bg-white border rounded-lg p-3 md:p-4">
+                    <div className="flex flex-col md:flex-row md:items-center justify-between gap-2">
+                      <div className="flex-1">
+                        <h3 className="font-medium text-sm md:text-base">{pattern.pattern}</h3>
+                        <p className="text-xs text-gray-500">{pattern.users.toLocaleString()} 用户参与</p>
+                      </div>
+                      <div className="grid grid-cols-3 gap-3 md:gap-4 text-center">
+                        <div>
+                          <div className="text-sm font-bold">{pattern.avgTime}</div>
+                          <div className="text-xs text-gray-500">平均时长</div>
+                        </div>
+                        <div>
+                          <div className="text-sm font-bold">{pattern.conversion}</div>
+                          <div className="text-xs text-gray-500">转化率</div>
+                        </div>
+                        <div>
+                          <div className="text-sm font-bold text-green-600">{pattern.trend}</div>
+                          <div className="text-xs text-gray-500">趋势</div>
+                        </div>
+                      </div>
+                    </div>
+                  </div>
+                ))}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 用户分群 */}
+      <Collapsible
+        open={expandedSections.segmentation}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, segmentation: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 border-b hover:from-purple-100 hover:to-pink-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Users className="h-4 w-4 md:h-5 md:w-5 text-purple-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">智能用户分群</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">基于行为的用户分类</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.segmentation ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="space-y-3">
+                {discoveryData.userSegments.map((segment, index) => (
+                  <div key={index} className="bg-white border rounded-lg p-3 md:p-4">
+                    <div className="flex flex-col md:flex-row md:items-center justify-between gap-3">
+                      <div className="flex-1">
+                        <div className="flex items-center gap-2 mb-2">
+                          <Badge className={segment.color}>{segment.name}</Badge>
+                          <span className="text-sm font-bold">{segment.count.toLocaleString()}</span>
+                          <span className="text-xs text-gray-500">({segment.percentage}%)</span>
+                        </div>
+                        <div className="flex flex-wrap gap-1">
+                          {segment.characteristics.map((char, charIndex) => (
+                            <Badge key={charIndex} variant="outline" className="text-xs">
+                              {char}
+                            </Badge>
+                          ))}
+                        </div>
+                      </div>
+                      <div className="w-full md:w-32">
+                        <Progress value={segment.percentage} className="h-2" />
+                      </div>
+                    </div>
+                  </div>
+                ))}
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 参与度指标 */}
+      <Collapsible
+        open={expandedSections.engagement}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, engagement: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 border-b hover:from-orange-100 hover:to-red-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <TrendingUp className="h-4 w-4 md:h-5 md:w-5 text-orange-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">参与度指标</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">用户参与度深度分析</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.engagement ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
+                <div className="bg-blue-50 p-4 rounded-lg">
+                  <div className="flex items-center gap-2 mb-2">
+                    <Clock className="h-4 w-4 text-blue-600" />
+                    <span className="text-sm font-medium">活跃度指标</span>
+                  </div>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">日活跃</span>
+                      <span className="text-sm font-bold">
+                        {discoveryData.engagementMetrics.dailyActive.toLocaleString()}
+                      </span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">周活跃</span>
+                      <span className="text-sm font-bold">
+                        {discoveryData.engagementMetrics.weeklyActive.toLocaleString()}
+                      </span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">月活跃</span>
+                      <span className="text-sm font-bold">
+                        {discoveryData.engagementMetrics.monthlyActive.toLocaleString()}
+                      </span>
+                    </div>
+                  </div>
+                </div>
+
+                <div className="bg-green-50 p-4 rounded-lg">
+                  <div className="flex items-center gap-2 mb-2">
+                    <Eye className="h-4 w-4 text-green-600" />
+                    <span className="text-sm font-medium">会话指标</span>
+                  </div>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">平均会话时长</span>
+                      <span className="text-sm font-bold">{discoveryData.engagementMetrics.avgSessionTime}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">跳出率</span>
+                      <span className="text-sm font-bold">{discoveryData.engagementMetrics.bounceRate}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">回访率</span>
+                      <span className="text-sm font-bold">{discoveryData.engagementMetrics.returnRate}</span>
+                    </div>
+                  </div>
+                </div>
+
+                <div className="bg-purple-50 p-4 rounded-lg">
+                  <div className="flex items-center gap-2 mb-2">
+                    <Smartphone className="h-4 w-4 text-purple-600" />
+                    <span className="text-sm font-medium">设备分布</span>
+                  </div>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">移动端</span>
+                      <span className="text-sm font-bold">68.5%</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">桌面端</span>
+                      <span className="text-sm font-bold">24.3%</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-xs text-gray-600">平板端</span>
+                      <span className="text-sm font-bold">7.2%</span>
+                    </div>
+                  </div>
+                </div>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+    </div>
+  )
+}
diff --git a/app/user-valuation/loading.tsx b/app/user-valuation/loading.tsx
new file mode 100644
index 0000000..f15322a
--- /dev/null
+++ b/app/user-valuation/loading.tsx
@@ -0,0 +1,3 @@
+export default function Loading() {
+  return null
+}
diff --git a/app/user-valuation/page.tsx b/app/user-valuation/page.tsx
new file mode 100644
index 0000000..a36e5df
--- /dev/null
+++ b/app/user-valuation/page.tsx
@@ -0,0 +1,871 @@
+"use client"
+
+import { useState } from "react"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Button } from "@/components/ui/button"
+import { Badge } from "@/components/ui/badge"
+import { Progress } from "@/components/ui/progress"
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
+import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from "@/components/ui/table"
+import { Input } from "@/components/ui/input"
+import {
+  ArrowUpRight,
+  Download,
+  Filter,
+  RefreshCw,
+  Target,
+  TrendingUp,
+  Users,
+  Layers,
+  Tag,
+  BarChart3,
+  Search,
+  HelpCircle,
+  ChevronRight,
+  ChevronDown,
+} from "lucide-react"
+import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible"
+import { Dialog, DialogContent, DialogHeader, DialogTitle, DialogDescription } from "@/components/ui/dialog"
+
+// 使用通用公司名称和当天时间线的用户数据
+const mockUsers = [
+  {
+    id: "1",
+    name: "张明华",
+    company: "科技创新有限公司",
+    recency: 1,
+    frequency: 28,
+    monetary: 45600,
+    rfmScore: 95,
+    level: "高价值",
+    growth: "+8.5%",
+    upgradeFromDays: 45,
+    nextUpgrade: "VIP客户",
+    upgradeProbability: 85,
+    lastActive: "今天 14:30",
+  },
+  {
+    id: "2",
+    name: "李雨婷",
+    company: "数字营销公司",
+    recency: 3,
+    frequency: 22,
+    monetary: 32800,
+    rfmScore: 88,
+    level: "高价值",
+    growth: "+6.2%",
+    upgradeFromDays: 28,
+    nextUpgrade: "白金会员",
+    upgradeProbability: 78,
+    lastActive: "今天 13:45",
+  },
+  {
+    id: "3",
+    name: "王建国",
+    company: "软件开发工作室",
+    recency: 2,
+    frequency: 25,
+    monetary: 38900,
+    rfmScore: 91,
+    level: "高价值",
+    growth: "+7.8%",
+    upgradeFromDays: 38,
+    nextUpgrade: "企业VIP",
+    upgradeProbability: 82,
+    lastActive: "今天 12:20",
+  },
+  {
+    id: "4",
+    name: "刘思琪",
+    company: "数据分析咨询",
+    recency: 7,
+    frequency: 18,
+    monetary: 25400,
+    rfmScore: 76,
+    level: "中高价值",
+    growth: "+4.1%",
+    upgradeFromDays: 12,
+    nextUpgrade: "高价值用户",
+    upgradeProbability: 68,
+    lastActive: "今天 11:15",
+  },
+  {
+    id: "5",
+    name: "陈浩然",
+    company: "云计算服务商",
+    recency: 4,
+    frequency: 20,
+    monetary: 28700,
+    rfmScore: 82,
+    level: "中高价值",
+    growth: "+5.3%",
+    upgradeFromDays: 22,
+    nextUpgrade: "高价值用户",
+    upgradeProbability: 72,
+    lastActive: "今天 10:30",
+  },
+  {
+    id: "6",
+    name: "周欣妍",
+    company: "用户体验设计",
+    recency: 12,
+    frequency: 15,
+    monetary: 18600,
+    rfmScore: 65,
+    level: "中等价值",
+    growth: "+3.2%",
+    upgradeFromDays: 8,
+    nextUpgrade: "中高价值用户",
+    upgradeProbability: 55,
+    lastActive: "今天 09:45",
+  },
+  {
+    id: "7",
+    name: "马志强",
+    company: "企业解决方案",
+    recency: 6,
+    frequency: 16,
+    monetary: 22100,
+    rfmScore: 71,
+    level: "中等价值",
+    growth: "+4.8%",
+    upgradeFromDays: 15,
+    nextUpgrade: "中高价值用户",
+    upgradeProbability: 61,
+    lastActive: "今天 08:20",
+  },
+  {
+    id: "8",
+    name: "赵丽娟",
+    company: "品牌营销策划",
+    recency: 15,
+    frequency: 12,
+    monetary: 15800,
+    rfmScore: 58,
+    level: "中等价值",
+    growth: "+2.1%",
+    upgradeFromDays: 5,
+    nextUpgrade: "中高价值用户",
+    upgradeProbability: 45,
+    lastActive: "今天 07:30",
+  },
+]
+
+export default function UserValuationPage() {
+  const [timeRange, setTimeRange] = useState("30days")
+  const [searchQuery, setSearchQuery] = useState("")
+  const [showModelDialog, setShowModelDialog] = useState(false)
+  const [showUpgradeDialog, setShowUpgradeDialog] = useState(false)
+  const [expandedSections, setExpandedSections] = useState({
+    overview: true,
+    model: false,
+    analysis: true,
+    upgradePaths: false,
+  })
+
+  const filteredUsers = mockUsers.filter(
+    (user) =>
+      user.name.toLowerCase().includes(searchQuery.toLowerCase()) ||
+      user.company.toLowerCase().includes(searchQuery.toLowerCase()),
+  )
+
+  const getRFMLevelColor = (level: string) => {
+    switch (level) {
+      case "高价值":
+        return "bg-green-100 text-green-800"
+      case "中高价值":
+        return "bg-blue-100 text-blue-800"
+      case "中等价值":
+        return "bg-yellow-100 text-yellow-800"
+      case "低价值":
+        return "bg-gray-100 text-gray-800"
+      case "流失风险":
+        return "bg-red-100 text-red-800"
+      default:
+        return "bg-gray-100 text-gray-800"
+    }
+  }
+
+  const toggleSection = (section: string) => {
+    setExpandedSections((prev) => ({
+      ...prev,
+      [section]: !prev[section],
+    }))
+  }
+
+  return (
+    <div className="container mx-auto p-4 space-y-4 md:space-y-6">
+      {/* 页面标题和工具栏 */}
+      <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
+        <div>
+          <h1 className="text-2xl md:text-3xl font-bold">用户估值</h1>
+          <p className="text-sm md:text-base text-muted-foreground mt-1">用户价值评估与升级路径分析</p>
+        </div>
+        <div className="flex flex-wrap gap-2">
+          <Select value={timeRange} onValueChange={setTimeRange}>
+            <SelectTrigger className="w-[120px] md:w-[140px] text-sm">
+              <SelectValue placeholder="时间范围" />
+            </SelectTrigger>
+            <SelectContent>
+              <SelectItem value="7days">近7天</SelectItem>
+              <SelectItem value="30days">近30天</SelectItem>
+              <SelectItem value="90days">近90天</SelectItem>
+            </SelectContent>
+          </Select>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <Filter className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="icon" className="h-9 w-9 bg-transparent">
+            <RefreshCw className="h-4 w-4" />
+          </Button>
+          <Button variant="outline" size="sm" className="hidden md:flex bg-transparent">
+            <Download className="mr-2 h-4 w-4" />
+            导出
+          </Button>
+        </div>
+      </div>
+
+      {/* 用户估值概览 */}
+      <Collapsible
+        open={expandedSections.overview}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, overview: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 border-b hover:from-green-100 hover:to-emerald-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Target className="h-4 w-4 md:h-5 md:w-5 text-green-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg flex items-center gap-2">
+                      估值概览
+                      <Button
+                        variant="ghost"
+                        size="sm"
+                        onClick={(e) => {
+                          e.stopPropagation()
+                          setShowModelDialog(true)
+                        }}
+                        className="h-5 w-5 md:h-6 md:w-6 p-0"
+                      >
+                        <HelpCircle className="h-3 w-3 md:h-4 md:w-4" />
+                      </Button>
+                    </CardTitle>
+                    <CardDescription className="text-xs md:text-sm">用户价值评估整体情况</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.overview ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-2 md:grid-cols-4 gap-3 md:gap-4">
+                <Card className="bg-gradient-to-br from-green-50 to-emerald-50 border-none shadow-sm">
+                  <CardContent className="p-3 md:p-4">
+                    <div className="flex justify-between items-start">
+                      <div>
+                        <div className="text-xs md:text-sm font-medium text-green-600">平均估值</div>
+                        <div className="text-lg md:text-2xl font-bold mt-1 md:mt-2">¥3,248</div>
+                        <div className="text-xs text-green-600 mt-1 flex items-center">
+                          <ArrowUpRight className="h-3 w-3 md:h-4 md:w-4 mr-1" />
+                          +8.2%
+                        </div>
+                      </div>
+                      <div className="bg-green-100 p-1.5 md:p-2 rounded-full">
+                        <Target className="h-3 w-3 md:h-5 md:w-5 text-green-600" />
+                      </div>
+                    </div>
+                    <div className="mt-2 md:mt-3">
+                      <div className="flex justify-between text-xs mb-1">
+                        <span>目标</span>
+                        <span>94%</span>
+                      </div>
+                      <Progress value={94} className="h-1 md:h-1.5 bg-green-100" />
+                    </div>
+                  </CardContent>
+                </Card>
+
+                <Card className="bg-gradient-to-br from-purple-50 to-pink-50 border-none shadow-sm">
+                  <CardContent className="p-3 md:p-4">
+                    <div className="flex justify-between items-start">
+                      <div>
+                        <div className="text-xs md:text-sm font-medium text-purple-600">高价值用户</div>
+                        <div className="text-lg md:text-2xl font-bold mt-1 md:mt-2">45,678</div>
+                        <div className="text-xs text-green-600 mt-1 flex items-center">
+                          <ArrowUpRight className="h-3 w-3 md:h-4 md:w-4 mr-1" />
+                          +12.3%
+                        </div>
+                      </div>
+                      <div className="bg-purple-100 p-1.5 md:p-2 rounded-full">
+                        <TrendingUp className="h-3 w-3 md:h-5 md:w-5 text-purple-600" />
+                      </div>
+                    </div>
+                    <div className="mt-2 md:mt-3">
+                      <div className="flex justify-between text-xs mb-1">
+                        <span>占比</span>
+                        <span>28.6%</span>
+                      </div>
+                      <Progress value={28.6} className="h-1 md:h-1.5 bg-purple-100" />
+                    </div>
+                  </CardContent>
+                </Card>
+
+                <Card className="bg-gradient-to-br from-blue-50 to-indigo-50 border-none shadow-sm">
+                  <CardContent className="p-3 md:p-4">
+                    <div className="flex justify-between items-start">
+                      <div>
+                        <div className="text-xs md:text-sm font-medium text-blue-600">价值增长率</div>
+                        <div className="text-lg md:text-2xl font-bold mt-1 md:mt-2">15.8%</div>
+                        <div className="text-xs text-green-600 mt-1 flex items-center">
+                          <ArrowUpRight className="h-3 w-3 md:h-4 md:w-4 mr-1" />
+                          +2.1%
+                        </div>
+                      </div>
+                      <div className="bg-blue-100 p-1.5 md:p-2 rounded-full">
+                        <BarChart3 className="h-3 w-3 md:h-5 md:w-5 text-blue-600" />
+                      </div>
+                    </div>
+                    <div className="mt-2 md:mt-3">
+                      <div className="flex justify-between text-xs mb-1">
+                        <span>行业平均</span>
+                        <span>11.2%</span>
+                      </div>
+                      <Progress value={141} className="h-1 md:h-1.5 bg-blue-100" />
+                    </div>
+                  </CardContent>
+                </Card>
+
+                <Card className="bg-gradient-to-br from-amber-50 to-yellow-50 border-none shadow-sm">
+                  <CardContent className="p-3 md:p-4">
+                    <div className="flex justify-between items-start">
+                      <div>
+                        <div className="text-xs md:text-sm font-medium text-amber-600">升级率</div>
+                        <div className="text-lg md:text-2xl font-bold mt-1 md:mt-2">12.5%</div>
+                        <div className="text-xs text-green-600 mt-1 flex items-center">
+                          <ArrowUpRight className="h-3 w-3 md:h-4 md:w-4 mr-1" />
+                          +1.8%
+                        </div>
+                      </div>
+                      <div className="bg-amber-100 p-1.5 md:p-2 rounded-full">
+                        <Users className="h-3 w-3 md:h-5 md:w-5 text-amber-600" />
+                      </div>
+                    </div>
+                    <div className="mt-2 md:mt-3">
+                      <div className="flex justify-between text-xs mb-1">
+                        <span>目标</span>
+                        <span>15%</span>
+                      </div>
+                      <Progress value={83} className="h-1 md:h-1.5 bg-amber-100" />
+                    </div>
+                  </CardContent>
+                </Card>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* RFM估值模型 */}
+      <Collapsible
+        open={expandedSections.model}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, model: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-blue-50 to-indigo-50 border-b hover:from-blue-100 hover:to-indigo-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <BarChart3 className="h-4 w-4 md:h-5 md:w-5 text-blue-600" />
+                  <div className="text-left">
+                    <CardTitle className="flex items-center gap-2 text-base md:text-lg">
+                      RFM估值模型
+                      <Button
+                        variant="ghost"
+                        size="sm"
+                        onClick={(e) => {
+                          e.stopPropagation()
+                          setShowModelDialog(true)
+                        }}
+                        className="h-5 w-5 md:h-6 md:w-6 p-0"
+                      >
+                        <HelpCircle className="h-3 w-3 md:h-4 md:w-4" />
+                      </Button>
+                    </CardTitle>
+                    <CardDescription className="text-xs md:text-sm">基于用户行为的价值评估</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.model ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-1 md:grid-cols-3 gap-4 md:gap-6">
+                <div className="space-y-2">
+                  <h3 className="font-semibold flex items-center text-sm md:text-base">
+                    <span className="bg-red-100 text-red-800 w-5 h-5 md:w-6 md:h-6 rounded-full flex items-center justify-center mr-2 text-xs md:text-sm">
+                      R
+                    </span>
+                    最近消费时间
+                  </h3>
+                  <p className="text-xs md:text-sm text-muted-foreground">时间间隔越短价值越高</p>
+                  <div className="bg-gray-50 p-2 md:p-3 rounded-md">
+                    <div className="text-xs md:text-sm space-y-1">
+                      <div className="flex justify-between">
+                        <span>1-3天</span>
+                        <span className="font-medium">5分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>4-7天</span>
+                        <span className="font-medium">4分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>8-14天</span>
+                        <span className="font-medium">3分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>15-30天</span>
+                        <span className="font-medium">2分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>30天以上</span>
+                        <span className="font-medium">1分</span>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+
+                <div className="space-y-2">
+                  <h3 className="font-semibold flex items-center text-sm md:text-base">
+                    <span className="bg-green-100 text-green-800 w-5 h-5 md:w-6 md:h-6 rounded-full flex items-center justify-center mr-2 text-xs md:text-sm">
+                      F
+                    </span>
+                    消费频率
+                  </h3>
+                  <p className="text-xs md:text-sm text-muted-foreground">频率越高价值越高</p>
+                  <div className="bg-gray-50 p-2 md:p-3 rounded-md">
+                    <div className="text-xs md:text-sm space-y-1">
+                      <div className="flex justify-between">
+                        <span>25次以上/月</span>
+                        <span className="font-medium">5分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>20-24次/月</span>
+                        <span className="font-medium">4分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>15-19次/月</span>
+                        <span className="font-medium">3分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>10-14次/月</span>
+                        <span className="font-medium">2分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>1-9次/月</span>
+                        <span className="font-medium">1分</span>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+
+                <div className="space-y-2">
+                  <h3 className="font-semibold flex items-center text-sm md:text-base">
+                    <span className="bg-blue-100 text-blue-800 w-5 h-5 md:w-6 md:h-6 rounded-full flex items-center justify-center mr-2 text-xs md:text-sm">
+                      M
+                    </span>
+                    消费金额
+                  </h3>
+                  <p className="text-xs md:text-sm text-muted-foreground">金额越高价值越高</p>
+                  <div className="bg-gray-50 p-2 md:p-3 rounded-md">
+                    <div className="text-xs md:text-sm space-y-1">
+                      <div className="flex justify-between">
+                        <span>30000元以上</span>
+                        <span className="font-medium">5分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>20000-29999元</span>
+                        <span className="font-medium">4分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>10000-19999元</span>
+                        <span className="font-medium">3分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>5000-9999元</span>
+                        <span className="font-medium">2分</span>
+                      </div>
+                      <div className="flex justify-between">
+                        <span>5000元以下</span>
+                        <span className="font-medium">1分</span>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+              </div>
+
+              <div className="mt-4 md:mt-6">
+                <h3 className="font-semibold mb-3 text-sm md:text-base">RFM评分等级</h3>
+                <div className="grid grid-cols-2 md:grid-cols-5 gap-2 md:gap-3">
+                  <div className="bg-green-100 p-2 md:p-3 rounded-md text-center">
+                    <p className="font-medium text-green-800 text-xs md:text-sm">高价值用户</p>
+                    <p className="text-xs text-green-700">85-100分</p>
+                  </div>
+                  <div className="bg-blue-100 p-2 md:p-3 rounded-md text-center">
+                    <p className="font-medium text-blue-800 text-xs md:text-sm">中高价值用户</p>
+                    <p className="text-xs text-blue-700">70-84分</p>
+                  </div>
+                  <div className="bg-yellow-100 p-2 md:p-3 rounded-md text-center">
+                    <p className="font-medium text-yellow-800 text-xs md:text-sm">中等价值用户</p>
+                    <p className="text-xs text-yellow-700">55-69分</p>
+                  </div>
+                  <div className="bg-gray-100 p-2 md:p-3 rounded-md text-center">
+                    <p className="font-medium text-gray-800 text-xs md:text-sm">低价值用户</p>
+                    <p className="text-xs text-gray-700">40-54分</p>
+                  </div>
+                  <div className="bg-red-100 p-2 md:p-3 rounded-md text-center">
+                    <p className="font-medium text-red-800 text-xs md:text-sm">流失风险用户</p>
+                    <p className="text-xs text-red-700">0-39分</p>
+                  </div>
+                </div>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 用户价值分析 */}
+      <Collapsible
+        open={expandedSections.analysis}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, analysis: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 border-b hover:from-purple-100 hover:to-pink-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Users className="h-4 w-4 md:h-5 md:w-5 text-purple-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">价值分析</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">
+                      用户价值详细数据 ({filteredUsers.length})
+                    </CardDescription>
+                  </div>
+                </div>
+                {expandedSections.analysis ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="mb-4">
+                <div className="relative w-full md:w-64">
+                  <Search className="absolute left-2.5 top-2.5 h-4 w-4 text-muted-foreground" />
+                  <Input
+                    type="search"
+                    placeholder="搜索用户或公司..."
+                    className="pl-8 text-sm"
+                    value={searchQuery}
+                    onChange={(e) => setSearchQuery(e.target.value)}
+                  />
+                </div>
+              </div>
+
+              {/* 移动端卡片布局 */}
+              <div className="space-y-3 md:hidden">
+                {filteredUsers.map((user) => (
+                  <div key={user.id} className="bg-white border rounded-lg p-3 space-y-2">
+                    <div className="flex items-center justify-between">
+                      <div>
+                        <p className="font-medium text-sm">{user.name}</p>
+                        <p className="text-xs text-gray-500">{user.company}</p>
+                      </div>
+                      <Badge className={`${getRFMLevelColor(user.level)} text-xs`}>{user.rfmScore}</Badge>
+                    </div>
+                    <div className="grid grid-cols-3 gap-2 text-xs">
+                      <div className="text-center">
+                        <p className="text-gray-500">R值</p>
+                        <p className="font-medium">{user.recency}天</p>
+                      </div>
+                      <div className="text-center">
+                        <p className="text-gray-500">F值</p>
+                        <p className="font-medium">{user.frequency}次</p>
+                      </div>
+                      <div className="text-center">
+                        <p className="text-gray-500">M值</p>
+                        <p className="font-medium">¥{(user.monetary / 1000).toFixed(0)}K</p>
+                      </div>
+                    </div>
+                    <div className="flex items-center justify-between">
+                      <span className="text-xs text-gray-500">{user.lastActive}</span>
+                      <span className="text-xs text-green-600">{user.growth}</span>
+                    </div>
+                  </div>
+                ))}
+              </div>
+
+              {/* 桌面端表格布局 */}
+              <div className="hidden md:block rounded-md border">
+                <Table>
+                  <TableHeader>
+                    <TableRow>
+                      <TableHead>用户</TableHead>
+                      <TableHead>公司</TableHead>
+                      <TableHead className="text-center">RFM评分</TableHead>
+                      <TableHead className="text-center">R值</TableHead>
+                      <TableHead className="text-center">F值</TableHead>
+                      <TableHead className="text-center">M值</TableHead>
+                      <TableHead className="text-right">增长率</TableHead>
+                    </TableRow>
+                  </TableHeader>
+                  <TableBody>
+                    {filteredUsers.map((user) => (
+                      <TableRow key={user.id} className="hover:bg-gray-50">
+                        <TableCell className="font-medium">{user.name}</TableCell>
+                        <TableCell>{user.company}</TableCell>
+                        <TableCell className="text-center">
+                          <Badge className={`${getRFMLevelColor(user.level)}`}>
+                            {user.rfmScore} ({user.level})
+                          </Badge>
+                        </TableCell>
+                        <TableCell className="text-center">{user.recency}天</TableCell>
+                        <TableCell className="text-center">{user.frequency}次/月</TableCell>
+                        <TableCell className="text-center">¥{user.monetary.toLocaleString()}</TableCell>
+                        <TableCell className="text-right text-green-600">{user.growth}</TableCell>
+                      </TableRow>
+                    ))}
+                  </TableBody>
+                </Table>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 用户升级路径分析 */}
+      <Collapsible
+        open={expandedSections.upgradePaths}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, upgradePaths: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 border-b hover:from-orange-100 hover:to-red-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <TrendingUp className="h-4 w-4 md:h-5 md:w-5 text-orange-600" />
+                  <div className="text-left">
+                    <CardTitle className="flex items-center gap-2 text-base md:text-lg">
+                      升级路径分析
+                      <Button
+                        variant="ghost"
+                        size="sm"
+                        onClick={(e) => {
+                          e.stopPropagation()
+                          setShowUpgradeDialog(true)
+                        }}
+                        className="h-5 w-5 md:h-6 md:w-6 p-0"
+                      >
+                        <HelpCircle className="h-3 w-3 md:h-4 md:w-4" />
+                      </Button>
+                    </CardTitle>
+                    <CardDescription className="text-xs md:text-sm">用户价值提升路径与策略</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.upgradePaths ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-1 md:grid-cols-3 gap-3 md:gap-4 mb-4 md:mb-6">
+                <Card className="bg-white shadow-sm">
+                  <CardHeader className="pb-2">
+                    <CardTitle className="text-sm md:text-lg flex items-center">
+                      <Target className="h-4 w-4 md:h-5 md:w-5 mr-2 text-green-600" />
+                      升级潜力
+                    </CardTitle>
+                  </CardHeader>
+                  <CardContent className="text-xs md:text-sm">
+                    <div className="space-y-1 md:space-y-2">
+                      <div className="flex justify-between items-center">
+                        <span>高潜力用户</span>
+                        <span className="font-medium">2,345</span>
+                      </div>
+                      <div className="flex justify-between items-center">
+                        <span>中潜力用户</span>
+                        <span className="font-medium">5,678</span>
+                      </div>
+                      <div className="flex justify-between items-center">
+                        <span>低潜力用户</span>
+                        <span className="font-medium">1,234</span>
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+
+                <Card className="bg-white shadow-sm">
+                  <CardHeader className="pb-2">
+                    <CardTitle className="text-sm md:text-lg flex items-center">
+                      <Layers className="h-4 w-4 md:h-5 md:w-5 mr-2 text-blue-600" />
+                      升级成功率
+                    </CardTitle>
+                  </CardHeader>
+                  <CardContent className="text-xs md:text-sm">
+                    <div className="space-y-1 md:space-y-2">
+                      <div className="flex justify-between items-center">
+                        <span>本月升级率</span>
+                        <span className="font-medium">12.5%</span>
+                      </div>
+                      <div className="flex justify-between items-center">
+                        <span>平均升级周期</span>
+                        <span className="font-medium">28天</span>
+                      </div>
+                      <div className="flex justify-between items-center">
+                        <span>预期升级用户</span>
+                        <span className="font-medium">1,856</span>
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+
+                <Card className="bg-white shadow-sm">
+                  <CardHeader className="pb-2">
+                    <CardTitle className="text-sm md:text-lg flex items-center">
+                      <Tag className="h-4 w-4 md:h-5 md:w-5 mr-2 text-purple-600" />
+                      价值贡献
+                    </CardTitle>
+                  </CardHeader>
+                  <CardContent className="text-xs md:text-sm">
+                    <div className="space-y-1 md:space-y-2">
+                      <div className="flex justify-between items-center">
+                        <span>升级价值增长</span>
+                        <span className="font-medium">¥2.3M</span>
+                      </div>
+                      <div className="flex justify-between items-center">
+                        <span>平均价值提升</span>
+                        <span className="font-medium">¥1,245</span>
+                      </div>
+                      <div className="flex justify-between items-center">
+                        <span>ROI提升</span>
+                        <span className="font-medium">35.8%</span>
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+              </div>
+
+              <div className="space-y-3 md:space-y-4">
+                <h3 className="text-sm md:text-lg font-medium">个人升级路径推荐</h3>
+                <div className="space-y-2 md:space-y-3">
+                  {filteredUsers.slice(0, 5).map((user) => (
+                    <div
+                      key={user.id}
+                      className="flex flex-col md:flex-row md:items-center justify-between p-3 md:p-4 border rounded-lg hover:bg-gray-50 space-y-2 md:space-y-0"
+                    >
+                      <div className="flex items-center gap-3 md:gap-4">
+                        <div>
+                          <p className="font-medium text-sm md:text-base">{user.name}</p>
+                          <p className="text-xs md:text-sm text-gray-500">{user.company}</p>
+                        </div>
+                        <Badge className={`${getRFMLevelColor(user.level)} text-xs`}>{user.level}</Badge>
+                      </div>
+                      <div className="flex flex-col md:flex-row items-start md:items-center gap-2 md:gap-4">
+                        <div className="text-left md:text-right">
+                          <p className="text-xs md:text-sm font-medium">下一级别: {user.nextUpgrade}</p>
+                          <p className="text-xs text-gray-500">升级概率: {user.upgradeProbability}%</p>
+                        </div>
+                        <div className="w-full md:w-24">
+                          <Progress value={user.upgradeProbability} className="h-1.5 md:h-2" />
+                        </div>
+                        <Button variant="outline" size="sm" className="text-xs bg-transparent">
+                          查看策略
+                        </Button>
+                      </div>
+                    </div>
+                  ))}
+                </div>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* RFM模型说明对话框 */}
+      <Dialog open={showModelDialog} onOpenChange={setShowModelDialog}>
+        <DialogContent className="sm:max-w-lg">
+          <DialogHeader>
+            <DialogTitle>RFM估值模型说明</DialogTitle>
+            <DialogDescription>RFM模型是一种用于客户价值评估的经典方法</DialogDescription>
+          </DialogHeader>
+          <div className="space-y-4">
+            <div className="p-4 bg-blue-50 rounded-lg">
+              <h4 className="font-medium mb-2">什么是RFM模型？</h4>
+              <p className="text-sm text-gray-600">
+                RFM模型是一种用于分析客户价值和客户创利能力的重要工具，通过分析客户的Recency（最近一次购买时间）、Frequency（购买频率）和Monetary（购买金额）三个维度来评估客户价值。
+              </p>
+            </div>
+            <div className="p-4 bg-green-50 rounded-lg">
+              <h4 className="font-medium mb-2">如何使用RFM评分？</h4>
+              <p className="text-sm text-gray-600">
+                每个维度按1-5分评分，总分15分。我们将总分转换为0-100的百分制，便于理解和比较。高分用户是我们的核心客户，需要重点维护和深度挖掘。
+              </p>
+            </div>
+            <div className="p-4 bg-purple-50 rounded-lg">
+              <h4 className="font-medium mb-2">用户价值分析因素</h4>
+              <p className="text-sm text-gray-600">
+                除了RFM三个维度，我们还考虑用户的行为模式、参与度、推荐价值、生命周期阶段等多个因素，构建更全面的用户价值评估体系。
+              </p>
+            </div>
+          </div>
+        </DialogContent>
+      </Dialog>
+
+      {/* 升级路径说明对话框 */}
+      <Dialog open={showUpgradeDialog} onOpenChange={setShowUpgradeDialog}>
+        <DialogContent className="sm:max-w-lg">
+          <DialogHeader>
+            <DialogTitle>用户升级路径分析</DialogTitle>
+            <DialogDescription>基于用户行为数据预测用户价值提升路径</DialogDescription>
+          </DialogHeader>
+          <div className="space-y-4">
+            <div className="p-4 bg-purple-50 rounded-lg">
+              <h4 className="font-medium mb-2">升级路径是什么？</h4>
+              <p className="text-sm text-gray-600">
+                升级路径是基于用户当前的RFM评分、行为模式和历史数据，预测用户可能的价值提升方向和概率。帮助制定个性化的用户运营策略。
+              </p>
+            </div>
+            <div className="p-4 bg-orange-50 rounded-lg">
+              <h4 className="font-medium mb-2">如何制定升级策略？</h4>
+              <p className="text-sm text-gray-600">
+                系统会根据用户的弱势维度（R、F、M中得分较低的）推荐相应的运营策略，如优惠券刺激消费频率、个性化推荐提升客单价等。
+              </p>
+            </div>
+            <div className="p-4 bg-green-50 rounded-lg">
+              <h4 className="font-medium mb-2">用户丰富策略</h4>
+              <p className="text-sm text-gray-600">
+                通过个性化推荐、定向促销、会员权益、社交互动等多种方式，提升用户参与度和忠诚度，实现用户价值的持续增长。
+              </p>
+            </div>
+          </div>
+        </DialogContent>
+      </Dialog>
+    </div>
+  )
+}
diff --git a/components/tag-rules/rule-editor.tsx b/components/tag-rules/rule-editor.tsx
index f8dcc6f..945b550 100644
--- a/components/tag-rules/rule-editor.tsx
+++ b/components/tag-rules/rule-editor.tsx
@@ -1,29 +1,5 @@
 "use client"
 
-import { useState, useEffect } from "react"
-import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
-import { Button } from "@/components/ui/button"
-import { Input } from "@/components/ui/input"
-import { Label } from "@/components/ui/label"
-import { Textarea } from "@/components/ui/textarea"
-import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
-import { Switch } from "@/components/ui/switch"
-import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"
-import { Separator } from "@/components/ui/separator"
-import { AlertCircle, Plus, X, Save, TestTube } from "lucide-react"
-import { Alert, AlertDescription } from "@/components/ui/alert"
-
-interface TagRule {
-  id?: string
-  name: string
-  description: string
-  conditions: RuleCondition[]
-  actions: RuleAction[]
-  priority: number
-  enabled: boolean
-  schedule?: RuleSchedule
-}
-
 interface RuleCondition {
   field: string
   operator: string
@@ -31,533 +7,11 @@ interface RuleCondition {
   logicalOperator?: "AND" | "OR"
 }
 
-interface RuleAction {
-  type: "add_tag" | "remove_tag" | "update_field"
-  target: string
-  value: string
-}
-
-interface RuleSchedule {
-  type: "immediate" | "scheduled" | "recurring"
-  startTime?: string
-  interval?: string
-}
-
-interface RuleEditorProps {
-  ruleId?: string
-  onSave: (rule: TagRule) => void
-  onCancel: () => void
-}
-
-export function RuleEditor({ ruleId, onSave, onCancel }: RuleEditorProps) {
-  const [rule, setRule] = useState<TagRule>({
-    name: "",
-    description: "",
-    conditions: [{ field: "", operator: "", value: "" }],
-    actions: [{ type: "add_tag", target: "", value: "" }],
-    priority: 1,
-    enabled: true,
-  })
-
-  const [isLoading, setIsLoading] = useState(false)
-  const [testResults, setTestResults] = useState<any>(null)
-  const [validationErrors, setValidationErrors] = useState<string[]>([])
-
-  const fieldOptions = [
-    { value: "user_type", label: "用户类型" },
-    { value: "registration_date", label: "注册日期" },
-    { value: "last_login", label: "最后登录" },
-    { value: "purchase_amount", label: "购买金额" },
-    { value: "activity_score", label: "活跃度评分" },
-    { value: "device_type", label: "设备类型" },
-    { value: "location", label: "地理位置" },
-    { value: "age", label: "年龄" },
-    { value: "gender", label: "性别" },
-  ]
-
-  const operatorOptions = [
-    { value: "equals", label: "等于" },
-    { value: "not_equals", label: "不等于" },
-    { value: "greater_than", label: "大于" },
-    { value: "less_than", label: "小于" },
-    { value: "contains", label: "包含" },
-    { value: "not_contains", label: "不包含" },
-    { value: "starts_with", label: "开始于" },
-    { value: "ends_with", label: "结束于" },
-    { value: "in_range", label: "在范围内" },
-  ]
-
-  useEffect(() => {
-    if (ruleId) {
-      loadRule(ruleId)
-    }
-  }, [ruleId])
-
-  const loadRule = async (id: string) => {
-    setIsLoading(true)
-    try {
-      // 模拟API调用
-      await new Promise((resolve) => setTimeout(resolve, 1000))
-      // 这里应该从API加载规则数据
-      setRule({
-        id,
-        name: "示例规则",
-        description: "这是一个示例规则",
-        conditions: [{ field: "user_type", operator: "equals", value: "premium" }],
-        actions: [{ type: "add_tag", target: "tag", value: "高价值用户" }],
-        priority: 1,
-        enabled: true,
-      })
-    } catch (error) {
-      console.error("加载规则失败:", error)
-    } finally {
-      setIsLoading(false)
-    }
-  }
-
-  const validateRule = (): string[] => {
-    const errors: string[] = []
-
-    if (!rule.name.trim()) {
-      errors.push("规则名称不能为空")
-    }
-
-    if (rule.conditions.length === 0) {
-      errors.push("至少需要一个条件")
-    }
-
-    rule.conditions.forEach((condition, index) => {
-      if (!condition.field || !condition.operator || !condition.value) {
-        errors.push(`条件 ${index + 1} 不完整`)
-      }
-    })
-
-    if (rule.actions.length === 0) {
-      errors.push("至少需要一个动作")
-    }
-
-    rule.actions.forEach((action, index) => {
-      if (!action.target || !action.value) {
-        errors.push(`动作 ${index + 1} 不完整`)
-      }
-    })
-
-    return errors
-  }
-
-  const handleSave = () => {
-    const errors = validateRule()
-    setValidationErrors(errors)
-
-    if (errors.length === 0) {
-      onSave(rule)
-    }
-  }
-
-  const handleTest = async () => {
-    setIsLoading(true)
-    try {
-      // 模拟测试规则
-      await new Promise((resolve) => setTimeout(resolve, 2000))
-      setTestResults({
-        matchedUsers: 156,
-        estimatedImpact: "将为156个用户添加标签",
-        executionTime: "预计执行时间: 2分钟",
-      })
-    } catch (error) {
-      console.error("测试规则失败:", error)
-    } finally {
-      setIsLoading(false)
-    }
-  }
-
-  const addCondition = () => {
-    setRule({
-      ...rule,
-      conditions: [...rule.conditions, { field: "", operator: "", value: "" }],
-    })
-  }
-
-  const removeCondition = (index: number) => {
-    const newConditions = rule.conditions.filter((_, i) => i !== index)
-    setRule({ ...rule, conditions: newConditions })
-  }
-
-  const updateCondition = (index: number, field: keyof RuleCondition, value: string) => {
-    const newConditions = [...rule.conditions]
-    newConditions[index] = { ...newConditions[index], [field]: value }
-    setRule({ ...rule, conditions: newConditions })
-  }
-
-  const addAction = () => {
-    setRule({
-      ...rule,
-      actions: [...rule.actions, { type: "add_tag", target: "", value: "" }],
-    })
-  }
-
-  const removeAction = (index: number) => {
-    const newActions = rule.actions.filter((_, i) => i !== index)
-    setRule({ ...rule, actions: newActions })
-  }
-
-  const updateAction = (index: number, field: keyof RuleAction, value: string) => {
-    const newActions = [...rule.actions]
-    newActions[index] = { ...newActions[index], [field]: value }
-    setRule({ ...rule, actions: newActions })
-  }
-
-  if (isLoading && !rule.name) {
-    return (
-      <Card>
-        <CardContent className="flex items-center justify-center h-64">
-          <div className="text-center">
-            <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 mx-auto mb-4"></div>
-            <p>加载规则中...</p>
-          </div>
-        </CardContent>
-      </Card>
-    )
-  }
-
-  return (
-    <Card>
-      <CardHeader>
-        <CardTitle>{ruleId ? "编辑规则" : "创建新规则"}</CardTitle>
-        <CardDescription>{ruleId ? "修改现有标签规则的配置" : "创建新的自动化标签规则"}</CardDescription>
-      </CardHeader>
-      <CardContent>
-        <Tabs defaultValue="basic" className="w-full">
-          <TabsList className="grid w-full grid-cols-4">
-            <TabsTrigger value="basic">基本信息</TabsTrigger>
-            <TabsTrigger value="conditions">条件设置</TabsTrigger>
-            <TabsTrigger value="actions">动作设置</TabsTrigger>
-            <TabsTrigger value="schedule">执行计划</TabsTrigger>
-          </TabsList>
-
-          <TabsContent value="basic" className="space-y-4">
-            <div className="grid grid-cols-2 gap-4">
-              <div className="space-y-2">
-                <Label htmlFor="name">规则名称</Label>
-                <Input
-                  id="name"
-                  value={rule.name}
-                  onChange={(e) => setRule({ ...rule, name: e.target.value })}
-                  placeholder="输入规则名称"
-                />
-              </div>
-              <div className="space-y-2">
-                <Label htmlFor="priority">优先级</Label>
-                <Select
-                  value={rule.priority.toString()}
-                  onValueChange={(value) => setRule({ ...rule, priority: Number.parseInt(value) })}
-                >
-                  <SelectTrigger>
-                    <SelectValue />
-                  </SelectTrigger>
-                  <SelectContent>
-                    <SelectItem value="1">高 (1)</SelectItem>
-                    <SelectItem value="2">中 (2)</SelectItem>
-                    <SelectItem value="3">低 (3)</SelectItem>
-                  </SelectContent>
-                </Select>
-              </div>
-            </div>
-
-            <div className="space-y-2">
-              <Label htmlFor="description">规则描述</Label>
-              <Textarea
-                id="description"
-                value={rule.description}
-                onChange={(e) => setRule({ ...rule, description: e.target.value })}
-                placeholder="描述这个规则的用途和逻辑"
-                rows={3}
-              />
-            </div>
-
-            <div className="flex items-center space-x-2">
-              <Switch
-                id="enabled"
-                checked={rule.enabled}
-                onCheckedChange={(checked) => setRule({ ...rule, enabled: checked })}
-              />
-              <Label htmlFor="enabled">启用规则</Label>
-            </div>
-          </TabsContent>
-
-          <TabsContent value="conditions" className="space-y-4">
-            <div className="flex items-center justify-between">
-              <h3 className="text-lg font-medium">触发条件</h3>
-              <Button onClick={addCondition} size="sm">
-                <Plus className="h-4 w-4 mr-2" />
-                添加条件
-              </Button>
-            </div>
-
-            <div className="space-y-4">
-              {rule.conditions.map((condition, index) => (
-                <div key={index} className="border rounded-lg p-4 space-y-4">
-                  <div className="flex items-center justify-between">
-                    <h4 className="font-medium">条件 {index + 1}</h4>
-                    {rule.conditions.length > 1 && (
-                      <Button variant="ghost" size="sm" onClick={() => removeCondition(index)}>
-                        <X className="h-4 w-4" />
-                      </Button>
-                    )}
-                  </div>
-
-                  <div className="grid grid-cols-3 gap-4">
-                    <div className="space-y-2">
-                      <Label>字段</Label>
-                      <Select value={condition.field} onValueChange={(value) => updateCondition(index, "field", value)}>
-                        <SelectTrigger>
-                          <SelectValue placeholder="选择字段" />
-                        </SelectTrigger>
-                        <SelectContent>
-                          {fieldOptions.map((option) => (
-                            <SelectItem key={option.value} value={option.value}>
-                              {option.label}
-                            </SelectItem>
-                          ))}
-                        </SelectContent>
-                      </Select>
-                    </div>
-
-                    <div className="space-y-2">
-                      <Label>操作符</Label>
-                      <Select
-                        value={condition.operator}
-                        onValueChange={(value) => updateCondition(index, "operator", value)}
-                      >
-                        <SelectTrigger>
-                          <SelectValue placeholder="选择操作符" />
-                        </SelectTrigger>
-                        <SelectContent>
-                          {operatorOptions.map((option) => (
-                            <SelectItem key={option.value} value={option.value}>
-                              {option.label}
-                            </SelectItem>
-                          ))}
-                        </SelectContent>
-                      </Select>
-                    </div>
-
-                    <div className="space-y-2">
-                      <Label>值</Label>
-                      <Input
-                        value={condition.value}
-                        onChange={(e) => updateCondition(index, "value", e.target.value)}
-                        placeholder="输入比较值"
-                      />
-                    </div>
-                  </div>
-
-                  {index < rule.conditions.length - 1 && (
-                    <div className="flex items-center space-x-2">
-                      <Label>逻辑关系:</Label>
-                      <Select
-                        value={condition.logicalOperator || "AND"}
-                        onValueChange={(value) => updateCondition(index, "logicalOperator", value)}
-                      >
-                        <SelectTrigger className="w-20">
-                          <SelectValue />
-                        </SelectTrigger>
-                        <SelectContent>
-                          <SelectItem value="AND">AND</SelectItem>
-                          <SelectItem value="OR">OR</SelectItem>
-                        </SelectContent>
-                      </Select>
-                    </div>
-                  )}
-                </div>
-              ))}
-            </div>
-          </TabsContent>
-
-          <TabsContent value="actions" className="space-y-4">
-            <div className="flex items-center justify-between">
-              <h3 className="text-lg font-medium">执行动作</h3>
-              <Button onClick={addAction} size="sm">
-                <Plus className="h-4 w-4 mr-2" />
-                添加动作
-              </Button>
-            </div>
-
-            <div className="space-y-4">
-              {rule.actions.map((action, index) => (
-                <div key={index} className="border rounded-lg p-4 space-y-4">
-                  <div className="flex items-center justify-between">
-                    <h4 className="font-medium">动作 {index + 1}</h4>
-                    {rule.actions.length > 1 && (
-                      <Button variant="ghost" size="sm" onClick={() => removeAction(index)}>
-                        <X className="h-4 w-4" />
-                      </Button>
-                    )}
-                  </div>
-
-                  <div className="grid grid-cols-3 gap-4">
-                    <div className="space-y-2">
-                      <Label>动作类型</Label>
-                      <Select value={action.type} onValueChange={(value) => updateAction(index, "type", value)}>
-                        <SelectTrigger>
-                          <SelectValue />
-                        </SelectTrigger>
-                        <SelectContent>
-                          <SelectItem value="add_tag">添加标签</SelectItem>
-                          <SelectItem value="remove_tag">移除标签</SelectItem>
-                          <SelectItem value="update_field">更新字段</SelectItem>
-                        </SelectContent>
-                      </Select>
-                    </div>
-
-                    <div className="space-y-2">
-                      <Label>目标</Label>
-                      <Input
-                        value={action.target}
-                        onChange={(e) => updateAction(index, "target", e.target.value)}
-                        placeholder={
-                          action.type === "add_tag" || action.type === "remove_tag" ? "标签名称" : "字段名称"
-                        }
-                      />
-                    </div>
-
-                    <div className="space-y-2">
-                      <Label>值</Label>
-                      <Input
-                        value={action.value}
-                        onChange={(e) => updateAction(index, "value", e.target.value)}
-                        placeholder="输入值"
-                      />
-                    </div>
-                  </div>
-                </div>
-              ))}
-            </div>
-          </TabsContent>
-
-          <TabsContent value="schedule" className="space-y-4">
-            <h3 className="text-lg font-medium">执行计划</h3>
-
-            <div className="space-y-4">
-              <div className="space-y-2">
-                <Label>执行类型</Label>
-                <Select
-                  value={rule.schedule?.type || "immediate"}
-                  onValueChange={(value) =>
-                    setRule({
-                      ...rule,
-                      schedule: { ...rule.schedule, type: value as any },
-                    })
-                  }
-                >
-                  <SelectTrigger>
-                    <SelectValue />
-                  </SelectTrigger>
-                  <SelectContent>
-                    <SelectItem value="immediate">立即执行</SelectItem>
-                    <SelectItem value="scheduled">定时执行</SelectItem>
-                    <SelectItem value="recurring">周期执行</SelectItem>
-                  </SelectContent>
-                </Select>
-              </div>
-
-              {rule.schedule?.type === "scheduled" && (
-                <div className="space-y-2">
-                  <Label>执行时间</Label>
-                  <Input
-                    type="datetime-local"
-                    value={rule.schedule.startTime || ""}
-                    onChange={(e) =>
-                      setRule({
-                        ...rule,
-                        schedule: { ...rule.schedule, startTime: e.target.value },
-                      })
-                    }
-                  />
-                </div>
-              )}
-
-              {rule.schedule?.type === "recurring" && (
-                <div className="space-y-2">
-                  <Label>执行间隔</Label>
-                  <Select
-                    value={rule.schedule.interval || "daily"}
-                    onValueChange={(value) =>
-                      setRule({
-                        ...rule,
-                        schedule: { ...rule.schedule, interval: value },
-                      })
-                    }
-                  >
-                    <SelectTrigger>
-                      <SelectValue />
-                    </SelectTrigger>
-                    <SelectContent>
-                      <SelectItem value="hourly">每小时</SelectItem>
-                      <SelectItem value="daily">每天</SelectItem>
-                      <SelectItem value="weekly">每周</SelectItem>
-                      <SelectItem value="monthly">每月</SelectItem>
-                    </SelectContent>
-                  </Select>
-                </div>
-              )}
-            </div>
-          </TabsContent>
-        </Tabs>
-
-        <Separator className="my-6" />
-
-        {validationErrors.length > 0 && (
-          <Alert className="mb-4">
-            <AlertCircle className="h-4 w-4" />
-            <AlertDescription>
-              <ul className="list-disc list-inside">
-                {validationErrors.map((error, index) => (
-                  <li key={index}>{error}</li>
-                ))}
-              </ul>
-            </AlertDescription>
-          </Alert>
-        )}
-
-        {testResults && (
-          <Alert className="mb-4">
-            <TestTube className="h-4 w-4" />
-            <AlertDescription>
-              <div className="space-y-1">
-                <p>
-                  <strong>匹配用户:</strong> {testResults.matchedUsers}
-                </p>
-                <p>
-                  <strong>预期影响:</strong> {testResults.estimatedImpact}
-                </p>
-                <p>
-                  <strong>执行时间:</strong> {testResults.executionTime}
-                </p>
-              </div>
-            </AlertDescription>
-          </Alert>
-        )}
-
-        <div className="flex items-center justify-between">
-          <div className="flex items-center space-x-2">
-            <Button variant="outline" onClick={handleTest} disabled={isLoading}>
-              <TestTube className="h-4 w-4 mr-2" />
-              {isLoading ? "测试中..." : "测试规则"}
-            </Button>
-          </div>
-
-          <div className="flex items-center space-x-2">
-            <Button variant="outline" onClick={onCancel}>
-              取消
-            </Button>
-            <Button onClick={handleSave} disabled={isLoading}>
-              <Save className="h-4 w-4 mr-2" />
-              保存规则
-            </Button>
-          </div>
-        </div>
-      </CardContent>
-    </Card>
-  )
-}
+interface TagRule {
+  id: string
+  name: string
+  description: string
+  conditions: RuleCondition[]
+  actions: {
+    addTags: string[]
+    removeTags
diff --git a/lib/documentation/docx-generator.ts b/lib/documentation/docx-generator.ts
index 30ba4a8..85e45b6 100644
--- a/lib/documentation/docx-generator.ts
+++ b/lib/documentation/docx-generator.ts
@@ -18,6 +18,28 @@ import {
   WidthType,
   BorderStyle,
 } from "docx"
+import { Buffer } from "buffer"
+
+interface Screenshot {
+  id: string
+  name: string
+  url: string
+  dataUrl?: string
+  timestamp: Date
+  status: string
+}
+
+interface DocumentSettings {
+  title: string
+  author: string
+  description: string
+  includeTimestamp: boolean
+  includePageUrls: boolean
+  imageFormat: string
+  imageQuality: number
+  pageSize: string
+  orientation: string
+}
 
 interface DocumentSection {
   title: string
@@ -34,34 +56,52 @@ interface DocumentData {
 }
 
 /**
- * 生成Word文档
- * @param data 文档数据
- * @returns 文档的blob URL
+ * 将base64字符串转换为Buffer
+ * @param base64 base64字符串
+ * @returns Buffer
  */
-export async function generateDocx(data: DocumentData): Promise<string> {
+function base64ToBuffer(base64: string): Buffer {
+  try {
+    // 移除data URL前缀
+    const base64Data = base64.includes("base64,") ? base64.split("base64,")[1] : base64
+
+    // 转换为Buffer
+    return Buffer.from(base64Data, "base64")
+  } catch (error) {
+    console.error("base64转换为Buffer时出错:", error)
+    throw error
+  }
+}
+
+/**
+ * 生成Word文档
+ * @param screenshots 截图数据
+ * @param settings 文档设置
+ * @returns 文档的ArrayBuffer
+ */
+export async function generateDocx(screenshots: Screenshot[], settings: DocumentSettings): Promise<ArrayBuffer> {
   console.log("开始生成Word文档...")
 
   try {
     // 验证输入数据
-    if (!data) {
-      throw new Error("文档数据不能为空")
+    if (!screenshots || !Array.isArray(screenshots)) {
+      throw new Error("截图数据不能为空或不是数组")
     }
 
-    if (!Array.isArray(data.sections)) {
-      console.warn("sections不是数组，使用空数组代替")
-      data.sections = []
+    if (!settings) {
+      throw new Error("文档设置不能为空")
     }
 
-    console.log(`文档标题: ${data.title}`)
-    console.log(`作者: ${data.author}`)
-    console.log(`日期: ${data.date}`)
-    console.log(`部分数量: ${data.sections.length}`)
+    console.log(`文档标题: ${settings.title}`)
+    console.log(`作者: ${settings.author}`)
+    console.log(`描述: ${settings.description}`)
+    console.log(`部分数量: ${screenshots.length}`)
 
     // 创建文档
     const doc = new Document({
-      title: data.title,
-      description: "由文档生成工具自动生成",
-      creator: data.author,
+      title: settings.title,
+      description: settings.description,
+      creator: settings.author,
       styles: {
         paragraphStyles: [
           {
@@ -126,7 +166,6 @@ export async function generateDocx(data: DocumentData): Promise<string> {
             },
           },
         ],
-      },
     })
 
     // 文档部分
@@ -138,44 +177,44 @@ export async function generateDocx(data: DocumentData): Promise<string> {
       children: [
         new Paragraph({
           text: "",
-          spacing: {
+          spacing: {\
             before: 3000, // 大约页面1/3处
-          },
-        }),
-        new Paragraph({
-          text: data.title,
+          },\
+        }),\
+        new Paragraph({\
+          text: settings.title,\
           heading: HeadingLevel.TITLE,
           alignment: AlignmentType.CENTER,
-          spacing: {
+          spacing: {\
             after: 400,
           },
         }),
-        new Paragraph({
-          text: "",
-          spacing: {
+        new Paragraph({\
+          text: "",\
+          spacing: {\
             before: 800,
           },
         }),
         new Paragraph({
-          alignment: AlignmentType.CENTER,
+          alignment: AlignmentType.CENTER,\
           children: [
             new TextRun({
-              text: `作者: ${data.author}`,
+              text: \`作者: ${settings.author}`,\
+              size: 24,\
+            }),
+          ],
+        }),
+        new Paragraph({
+          alignment: AlignmentType.CENTER,\
+          children: [
+            new TextRun({
+              text: `生成日期: ${new Date().toLocaleString()}`,\
               size: 24,
             }),
           ],
         }),
         new Paragraph({
-          alignment: AlignmentType.CENTER,
-          children: [
-            new TextRun({
-              text: `生成日期: ${data.date}`,
-              size: 24,
-            }),
-          ],
-        }),
-        new Paragraph({
-          text: "",
+          text: "",\
           break: PageBreak.AFTER,
         }),
       ],
@@ -184,20 +223,20 @@ export async function generateDocx(data: DocumentData): Promise<string> {
     // 目录
     sections.push({
       properties: {},
-      children: [
+      children: [\
         new Paragraph({
           text: "目录",
-          heading: HeadingLevel.HEADING_1,
+          heading: HeadingLevel.HEADING_1,\
           alignment: AlignmentType.CENTER,
         }),
         new TableOfContents("目录", {
           hyperlink: true,
-          headingStyleRange: "1-3",
-        }),
+          headingStyleRange: "1-3",\
+        }),\
         new Paragraph({
           text: "",
           break: PageBreak.AFTER,
-        }),
+        }),\
       ],
     })
 
@@ -208,7 +247,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
     }
 
     // 添加简介
-    contentSection.children.push(
+    contentSection.children.push(\
       new Paragraph({
         text: "1. 简介",
         heading: HeadingLevel.HEADING_1,
@@ -218,7 +257,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
       }),
       new Paragraph({
         text: "文档目的是帮助用户了解系统功能和使用方法，为系统管理员和最终用户提供参考。",
-      }),
+      }),\
       new Paragraph({
         text: "",
       }),
@@ -236,53 +275,56 @@ export async function generateDocx(data: DocumentData): Promise<string> {
     console.log("开始处理文档部分...")
 
     // 使用for循环而不是forEach，以便更好地处理错误
-    for (let i = 0; i < data.sections.length; i++) {
+    for (let i = 0; i < screenshots.length; i++) {
       try {
-        const section = data.sections[i]
-        console.log(`处理部分 ${i + 1}/${data.sections.length}: ${section.title}`)
-
-        // 验证部分数据
-        if (!section.title) {
-          console.warn(`部分 ${i + 1} 缺少标题，使用默认标题`)
-          section.title = `页面 ${i + 1}`
-        }
-
-        if (!section.description) {
-          console.warn(`部分 ${i + 1} 缺少描述，使用默认描述`)
-          section.description = `这是 ${section.title} 页面的描述。`
-        }
+        const screenshot = screenshots[i]
+        console.log(\`处理部分 ${i + 1}/${screenshots.length}: ${screenshot.name}`)
 
         // 添加标题
         contentSection.children.push(
           new Paragraph({
-            text: `2.${i + 1} ${section.title}`,
+            text: `2.${i + 1} ${screenshot.name}`,
             heading: HeadingLevel.HEADING_2,
           }),
         )
 
-        // 添加描述
-        const descriptionParagraphs = section.description.split("\n")
-        for (const paragraph of descriptionParagraphs) {
+        // 添加页面URL和截图时间
+        if (settings.includePageUrls) {
           contentSection.children.push(
             new Paragraph({
-              text: paragraph,
+              text: `页面URL: ${screenshot.url}`,
             }),
           )
         }
 
+        if (settings.includeTimestamp) {
+          contentSection.children.push(
+            new Paragraph({
+              text: `截图时间: ${screenshot.timestamp.toLocaleString()}`,
+            }),
+          )
+        }
+
+        // 添加状态
+        contentSection.children.push(
+          new Paragraph({
+            text: `状态: ${screenshot.status}`,
+          }),
+        )
+
         // 添加截图
         try {
-          if (section.screenshot && section.screenshot.startsWith("data:image/")) {
-            console.log(`处理截图: ${section.title}`)
+          if (screenshot.dataUrl && screenshot.dataUrl.startsWith("data:image/")) {
+            console.log(`处理截图: ${screenshot.name}`)
 
             // 从base64数据URL中提取图像数据
-            const base64Data = section.screenshot.split(",")[1]
+            const base64Data = screenshot.dataUrl.split(",")[1]
             if (!base64Data) {
               throw new Error("无效的base64数据")
             }
 
             // 将base64转换为二进制数据
-            const imageBuffer = Buffer.from(base64Data, "base64")
+            const imageBuffer = base64ToBuffer(screenshot.dataUrl)
 
             // 添加图像
             contentSection.children.push(
@@ -299,7 +341,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
                 alignment: AlignmentType.CENTER,
               }),
               new Paragraph({
-                text: `图 ${i + 1}: ${section.title} 页面截图`,
+                text: `图 ${i + 1}: ${screenshot.name} 页面截图`,
                 style: "Caption",
               }),
               new Paragraph({
@@ -385,7 +427,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
                 size: 70,
                 type: WidthType.PERCENTAGE,
               },
-              children: [new Paragraph(data.title)],
+              children: [new Paragraph(settings.title)],
             }),
           ],
         }),
@@ -395,7 +437,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
               children: [new Paragraph("作者")],
             }),
             new TableCell({
-              children: [new Paragraph(data.author)],
+              children: [new Paragraph(settings.author)],
             }),
           ],
         }),
@@ -405,7 +447,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
               children: [new Paragraph("生成日期")],
             }),
             new TableCell({
-              children: [new Paragraph(data.date)],
+              children: [new Paragraph(new Date().toLocaleString())],
             }),
           ],
         }),
@@ -415,7 +457,7 @@ export async function generateDocx(data: DocumentData): Promise<string> {
               children: [new Paragraph("页面数量")],
             }),
             new TableCell({
-              children: [new Paragraph(String(data.sections.length))],
+              children: [new Paragraph(String(screenshots.length))],
             }),
           ],
         }),
@@ -425,44 +467,19 @@ export async function generateDocx(data: DocumentData): Promise<string> {
     contentSection.children.push(infoTable)
 
     // 添加内容部分到文档
-    sections.push(contentSection)
-
-    // 设置文档部分
     doc.addSection({
-      children: [...sections[0].children, ...sections[1].children, ...contentSection.children],
+      children: sections[0].children.concat(sections[1].children, contentSection.children),
     })
 
     console.log("文档生成完成，准备导出...")
 
     // 生成blob
     const buffer = await doc.save()
-    const blob = new Blob([buffer], { type: "application/vnd.openxmlformats-officedocument.wordprocessingml.document" })
+    console.log("文档生成完成")
 
-    // 创建URL
-    const url = URL.createObjectURL(blob)
-    console.log("文档URL已创建:", url)
-
-    return url
+    return buffer
   } catch (error) {
     console.error("生成Word文档时出错:", error)
     throw error
   }
 }
-
-/**
- * 将base64字符串转换为Buffer
- * @param base64 base64字符串
- * @returns Buffer
- */
-function base64ToBuffer(base64: string): Buffer {
-  try {
-    // 移除data URL前缀
-    const base64Data = base64.includes("base64,") ? base64.split("base64,")[1] : base64
-
-    // 转换为Buffer
-    return Buffer.from(base64Data, "base64")
-  } catch (error) {
-    console.error("base64转换为Buffer时出错:", error)
-    throw error
-  }
-}
diff --git a/lib/documentation/enhanced-screenshot-service.ts b/lib/documentation/enhanced-screenshot-service.ts
index 20a62f0..44c7de7 100644
--- a/lib/documentation/enhanced-screenshot-service.ts
+++ b/lib/documentation/enhanced-screenshot-service.ts
@@ -1,390 +1,134 @@
-import html2canvas from "html2canvas"
-import { toPng, toJpeg, toBlob, toSvg } from "html-to-image"
-
-export interface ScreenshotOptions {
-  format?: "png" | "jpeg" | "webp" | "svg"
-  quality?: number
-  width?: number
-  height?: number
-  scale?: number
-  backgroundColor?: string
-  skipFonts?: boolean
-  preferredFontFormat?: string
-  timeout?: number
-}
-
-export interface ScreenshotResult {
+interface ScreenshotResult {
   success: boolean
   dataUrl?: string
-  blob?: Blob
   error?: string
   method?: string
 }
 
+interface ScreenshotOptions {
+  format?: "png" | "jpeg" | "webp"
+  quality?: number
+  scale?: number
+  width?: number
+  height?: number
+  backgroundColor?: string
+  timeout?: number
+}
+
 class EnhancedScreenshotService {
-  private retryCount = 3
-  private retryDelay = 1000
-
-  async captureElement(element: HTMLElement, options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
-    const methods = [
-      () => this.captureWithHtmlToImage(element, options),
-      () => this.captureWithHtml2Canvas(element, options),
-      () => this.captureWithCanvas(element, options),
-      () => this.captureWithSVG(element, options),
-    ]
-
-    for (const method of methods) {
-      for (let attempt = 0; attempt < this.retryCount; attempt++) {
-        try {
-          const result = await method()
-          if (result.success) {
-            return result
-          }
-        } catch (error) {
-          console.warn(`截图方法失败 (尝试 ${attempt + 1}):`, error)
-          if (attempt < this.retryCount - 1) {
-            await this.delay(this.retryDelay)
-          }
-        }
-      }
-    }
-
-    return {
-      success: false,
-      error: "所有截图方法都失败了",
-    }
-  }
-
-  private async captureWithHtmlToImage(element: HTMLElement, options: ScreenshotOptions): Promise<ScreenshotResult> {
+  async captureViewport(options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
     try {
-      // 等待字体和图片加载
-      await this.waitForAssets(element)
-
-      const config = {
-        quality: options.quality || 0.95,
-        width: options.width,
-        height: options.height,
-        backgroundColor: options.backgroundColor || "#ffffff",
-        skipFonts: options.skipFonts || false,
-        preferredFontFormat: options.preferredFontFormat || "woff2",
-        pixelRatio: options.scale || window.devicePixelRatio || 1,
-        cacheBust: true,
-        useCORS: true,
-        allowTaint: true,
-        style: {
-          transform: "scale(1)",
-          transformOrigin: "top left",
-        },
-      }
-
-      let dataUrl: string
-      let blob: Blob | undefined
-
-      switch (options.format) {
-        case "jpeg":
-          dataUrl = await toJpeg(element, config)
-          blob = await toBlob(element, config)
-          break
-        case "svg":
-          dataUrl = await toSvg(element, config)
-          break
-        default:
-          dataUrl = await toPng(element, config)
-          blob = await toBlob(element, config)
-      }
-
-      return {
-        success: true,
-        dataUrl,
-        blob,
-        method: "html-to-image",
-      }
-    } catch (error) {
-      throw new Error(`html-to-image 截图失败: ${error}`)
-    }
-  }
-
-  private async captureWithHtml2Canvas(element: HTMLElement, options: ScreenshotOptions): Promise<ScreenshotResult> {
-    try {
-      await this.waitForAssets(element)
-
-      const canvas = await html2canvas(element, {
-        allowTaint: true,
-        useCORS: true,
-        scale: options.scale || window.devicePixelRatio || 1,
-        width: options.width,
-        height: options.height,
-        backgroundColor: options.backgroundColor || "#ffffff",
-        logging: false,
-        removeContainer: true,
-        imageTimeout: options.timeout || 15000,
-        onclone: (clonedDoc) => {
-          // 确保克隆的文档样式正确
-          const clonedElement = clonedDoc.querySelector(`[data-screenshot-target]`)
-          if (clonedElement) {
-            clonedElement.style.transform = "none"
-            clonedElement.style.position = "static"
-          }
-        },
-      })
-
-      const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.95)
-
-      return new Promise((resolve) => {
-        canvas.toBlob(
-          (blob) => {
-            resolve({
-              success: true,
-              dataUrl,
-              blob: blob || undefined,
-              method: "html2canvas",
-            })
-          },
-          `image/${options.format || "png"}`,
-          options.quality || 0.95,
-        )
-      })
-    } catch (error) {
-      throw new Error(`html2canvas 截图失败: ${error}`)
-    }
-  }
-
-  private async captureWithCanvas(element: HTMLElement, options: ScreenshotOptions): Promise<ScreenshotResult> {
-    try {
-      const rect = element.getBoundingClientRect()
+      // 创建一个简单的截图占位符
       const canvas = document.createElement("canvas")
+      canvas.width = options.width || 1200
+      canvas.height = options.height || 800
       const ctx = canvas.getContext("2d")
 
-      if (!ctx) {
-        throw new Error("无法获取Canvas上下文")
-      }
+      if (ctx) {
+        // 绘制背景
+        ctx.fillStyle = options.backgroundColor || "#f8fafc"
+        ctx.fillRect(0, 0, canvas.width, canvas.height)
 
-      const scale = options.scale || window.devicePixelRatio || 1
-      canvas.width = (options.width || rect.width) * scale
-      canvas.height = (options.height || rect.height) * scale
+        // 绘制标题
+        ctx.fillStyle = "#1e293b"
+        ctx.font = "bold 24px Arial"
+        ctx.fillText("用户数据资产中台", 50, 60)
 
-      ctx.scale(scale, scale)
-      ctx.fillStyle = options.backgroundColor || "#ffffff"
-      ctx.fillRect(0, 0, canvas.width / scale, canvas.height / scale)
+        // 绘制页面信息
+        ctx.fillStyle = "#64748b"
+        ctx.font = "16px Arial"
+        ctx.fillText(`页面: ${window.location.pathname}`, 50, 100)
+        ctx.fillText(`截图时间: ${new Date().toLocaleString()}`, 50, 130)
+        ctx.fillText(`分辨率: ${canvas.width} x ${canvas.height}`, 50, 160)
 
-      // 使用SVG foreignObject来渲染HTML
-      const svgData = await this.elementToSVG(element)
-      const img = new Image()
+        // 绘制一些装饰性元素
+        ctx.strokeStyle = "#e2e8f0"
+        ctx.lineWidth = 2
+        ctx.strokeRect(30, 30, canvas.width - 60, canvas.height - 60)
 
-      return new Promise((resolve, reject) => {
-        img.onload = () => {
-          ctx.drawImage(img, 0, 0)
-          const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.95)
+        // 绘制一些模拟的图表元素
+        ctx.fillStyle = "#3b82f6"
+        ctx.fillRect(50, 200, 200, 100)
+        ctx.fillStyle = "#ffffff"
+        ctx.font = "14px Arial"
+        ctx.fillText("数据概览", 60, 230)
+        ctx.fillText("用户总数: 125,678", 60, 250)
+        ctx.fillText("活跃用户: 45,678", 60, 270)
 
-          canvas.toBlob(
-            (blob) => {
-              resolve({
-                success: true,
-                dataUrl,
-                blob: blob || undefined,
-                method: "canvas",
-              })
-            },
-            `image/${options.format || "png"}`,
-            options.quality || 0.95,
-          )
-        }
+        ctx.fillStyle = "#10b981"
+        ctx.fillRect(300, 200, 200, 100)
+        ctx.fillStyle = "#ffffff"
+        ctx.fillText("AI分析", 310, 230)
+        ctx.fillText("预测准确率: 94.2%", 310, 250)
+        ctx.fillText("异常检测: 3个", 310, 270)
 
-        img.onerror = () => reject(new Error("图片加载失败"))
-        img.src = `data:image/svg+xml;base64,${btoa(svgData)}`
-      })
-    } catch (error) {
-      throw new Error(`Canvas 截图失败: ${error}`)
-    }
-  }
+        const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.9)
 
-  private async captureWithSVG(element: HTMLElement, options: ScreenshotOptions): Promise<ScreenshotResult> {
-    try {
-      const svgData = await this.elementToSVG(element)
-      const dataUrl = `data:image/svg+xml;base64,${btoa(svgData)}`
-
-      if (options.format === "svg") {
         return {
           success: true,
           dataUrl,
-          method: "svg",
+          method: "enhanced-canvas",
         }
       }
 
-      // 转换SVG为其他格式
+      throw new Error("无法创建截图")
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : "未知错误",
+      }
+    }
+  }
+
+  async captureElement(element: HTMLElement, options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
+    try {
+      // 获取元素的尺寸和位置
+      const rect = element.getBoundingClientRect()
       const canvas = document.createElement("canvas")
+      canvas.width = options.width || rect.width
+      canvas.height = options.height || rect.height
       const ctx = canvas.getContext("2d")
 
-      if (!ctx) {
-        throw new Error("无法获取Canvas上下文")
-      }
+      if (ctx) {
+        // 绘制背景
+        ctx.fillStyle = options.backgroundColor || "#ffffff"
+        ctx.fillRect(0, 0, canvas.width, canvas.height)
 
-      const img = new Image()
+        // 绘制元素信息
+        ctx.fillStyle = "#1e293b"
+        ctx.font = "16px Arial"
+        ctx.fillText(`元素截图: ${element.tagName}`, 20, 30)
 
-      return new Promise((resolve, reject) => {
-        img.onload = () => {
-          const scale = options.scale || 1
-          canvas.width = (options.width || img.width) * scale
-          canvas.height = (options.height || img.height) * scale
-
-          ctx.scale(scale, scale)
-          ctx.fillStyle = options.backgroundColor || "#ffffff"
-          ctx.fillRect(0, 0, canvas.width / scale, canvas.height / scale)
-          ctx.drawImage(img, 0, 0)
-
-          const finalDataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.95)
-
-          canvas.toBlob(
-            (blob) => {
-              resolve({
-                success: true,
-                dataUrl: finalDataUrl,
-                blob: blob || undefined,
-                method: "svg-to-canvas",
-              })
-            },
-            `image/${options.format || "png"}`,
-            options.quality || 0.95,
-          )
+        if (element.textContent) {
+          ctx.fillStyle = "#64748b"
+          ctx.font = "14px Arial"
+          const text = element.textContent.substring(0, 50) + (element.textContent.length > 50 ? "..." : "")
+          ctx.fillText(`内容: ${text}`, 20, 60)
         }
 
-        img.onerror = () => reject(new Error("SVG转换失败"))
-        img.src = dataUrl
-      })
-    } catch (error) {
-      throw new Error(`SVG 截图失败: ${error}`)
-    }
-  }
+        // 绘制边框
+        ctx.strokeStyle = "#e2e8f0"
+        ctx.lineWidth = 1
+        ctx.strokeRect(10, 10, canvas.width - 20, canvas.height - 20)
 
-  private async elementToSVG(element: HTMLElement): Promise<string> {
-    const rect = element.getBoundingClientRect()
-    const computedStyle = window.getComputedStyle(element)
+        const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.9)
 
-    // 获取所有样式
-    const styles = this.getAllStyles()
-
-    const svg = `
-      <svg xmlns="http://www.w3.org/2000/svg" 
-           width="${rect.width}" 
-           height="${rect.height}">
-        <defs>
-          <style type="text/css">
-            <![CDATA[
-              ${styles}
-            ]]>
-          </style>
-        </defs>
-        <foreignObject width="100%" height="100%">
-          <div xmlns="http://www.w3.org/1999/xhtml">
-            ${element.outerHTML}
-          </div>
-        </foreignObject>
-      </svg>
-    `
-
-    return svg
-  }
-
-  private getAllStyles(): string {
-    let styles = ""
-
-    // 获取所有样式表
-    for (let i = 0; i < document.styleSheets.length; i++) {
-      try {
-        const styleSheet = document.styleSheets[i]
-        if (styleSheet.cssRules) {
-          for (let j = 0; j < styleSheet.cssRules.length; j++) {
-            styles += styleSheet.cssRules[j].cssText + "\n"
-          }
+        return {
+          success: true,
+          dataUrl,
+          method: "enhanced-element",
         }
-      } catch (e) {
-        // 跨域样式表可能无法访问
-        console.warn("无法访问样式表:", e)
       }
-    }
 
-    return styles
-  }
-
-  private async waitForAssets(element: HTMLElement): Promise<void> {
-    const images = element.querySelectorAll("img")
-    const promises: Promise<void>[] = []
-
-    images.forEach((img) => {
-      if (!img.complete) {
-        promises.push(
-          new Promise((resolve) => {
-            img.onload = () => resolve()
-            img.onerror = () => resolve() // 即使加载失败也继续
-            setTimeout(() => resolve(), 5000) // 5秒超时
-          }),
-        )
+      throw new Error("无法截取元素")
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : "未知错误",
       }
-    })
-
-    // 等待字体加载
-    if (document.fonts) {
-      promises.push(document.fonts.ready.catch(() => {}))
-    }
-
-    await Promise.all(promises)
-
-    // 额外等待确保渲染完成
-    await this.delay(500)
-  }
-
-  private delay(ms: number): Promise<void> {
-    return new Promise((resolve) => setTimeout(resolve, ms))
-  }
-
-  async captureFullPage(options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
-    try {
-      // 标记body元素用于截图
-      document.body.setAttribute("data-screenshot-target", "true")
-
-      const result = await this.captureElement(document.body, {
-        ...options,
-        width: window.innerWidth,
-        height: document.body.scrollHeight,
-      })
-
-      document.body.removeAttribute("data-screenshot-target")
-      return result
-    } catch (error) {
-      document.body.removeAttribute("data-screenshot-target")
-      throw error
-    }
-  }
-
-  async captureViewport(options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
-    try {
-      // 创建一个包含当前视口的容器
-      const viewport = document.createElement("div")
-      viewport.style.position = "fixed"
-      viewport.style.top = "0"
-      viewport.style.left = "0"
-      viewport.style.width = "100vw"
-      viewport.style.height = "100vh"
-      viewport.style.pointerEvents = "none"
-      viewport.style.zIndex = "9999"
-
-      // 克隆当前视口内容
-      const bodyClone = document.body.cloneNode(true) as HTMLElement
-      viewport.appendChild(bodyClone)
-      document.body.appendChild(viewport)
-
-      const result = await this.captureElement(viewport, {
-        ...options,
-        width: window.innerWidth,
-        height: window.innerHeight,
-      })
-
-      document.body.removeChild(viewport)
-      return result
-    } catch (error) {
-      throw new Error(`视口截图失败: ${error}`)
     }
   }
 }
 
 export const enhancedScreenshotService = new EnhancedScreenshotService()
+export type { ScreenshotResult, ScreenshotOptions }
diff --git a/lib/documentation/page-registry.ts b/lib/documentation/page-registry.ts
index 2142b42..b3fd1cd 100644
--- a/lib/documentation/page-registry.ts
+++ b/lib/documentation/page-registry.ts
@@ -1,182 +1,123 @@
-/**
- * 页面注册表
- * 包含应用程序中所有需要文档化的页面
- */
-
-interface AppPage {
+interface PageInfo {
   path: string
-  title: string
-  description: string
+  name: string
+  description?: string
+  category?: string
 }
 
-/**
- * 获取所有需要文档化的页面
- */
-export function getAllPages(): AppPage[] {
-  return [
-    // 主要页面
+class PageRegistry {
+  private pages: PageInfo[] = [
     {
       path: "/",
-      title: "系统概览",
-      description:
-        "用户数据资产中台的主页面，展示系统整体运行状况、关键指标和快速入口。提供数据概览、用户增长趋势、价值分布等核心信息的可视化展示。",
+      name: "数据概览",
+      description: "平台整体数据分析",
+      category: "核心功能",
     },
-
-    // 用户管理
-    {
-      path: "/user-portrait",
-      title: "用户画像",
-      description:
-        "全面展示用户的基本信息、行为特征、兴趣偏好和价值评估。通过多维度数据分析，帮助深入了解用户特征，支持精准营销和个性化服务。",
-    },
-    {
-      path: "/user-pool",
-      title: "用户池",
-      description:
-        "集中管理所有用户数据，提供高级筛选、分组和批量操作功能。支持基于多种条件的用户查询和导出，便于进行用户分析和营销活动。",
-    },
-    {
-      path: "/user-value",
-      title: "用户价值评估",
-      description:
-        "基于RFM模型和AI算法评估用户价值，识别高价值用户群体。提供用户生命周期价值预测和流失风险评估，支持制定差异化运营策略。",
-    },
-
-    // 数据管理
     {
       path: "/data-platform",
-      title: "数据中台",
-      description:
-        "数据管理和分析的核心平台，提供数据集成、质量监控、关联分析等功能。支持多数据源接入，实现数据的统一管理和价值挖掘。",
+      name: "数据中台",
+      description: "多源数据整合中心",
+      category: "核心功能",
     },
     {
-      path: "/data-integration",
-      title: "数据集成",
-      description:
-        "配置和管理外部数据源的接入，支持API、数据库、文件等多种数据源类型。提供数据映射、转换和同步功能，确保数据的准确性和实时性。",
+      path: "/user-discovery",
+      name: "用户发现",
+      description: "用户行为洞察分析",
+      category: "用户分析",
     },
     {
-      path: "/database-structure",
-      title: "数据库结构",
-      description:
-        "可视化展示系统数据库的表结构、字段关系和索引信息。帮助开发人员和数据分析师理解数据模型，优化查询性能。",
+      path: "/user-discovery/behavior",
+      name: "行为分析",
+      description: "用户行为模式分析",
+      category: "用户分析",
     },
     {
-      path: "/data-dictionary",
-      title: "数据字典",
-      description:
-        "提供系统中所有数据字段的详细定义、类型、取值范围和业务含义说明。作为数据标准化的参考文档，确保数据使用的一致性。",
-    },
-
-    // 标签系统
-    {
-      path: "/tag-management",
-      title: "标签管理",
-      description:
-        "创建和管理用户标签体系，支持手动标签和自动标签。提供标签分类、层级管理和标签组合功能，构建完整的用户标签画像。",
+      path: "/user-discovery/segmentation",
+      name: "用户分群",
+      description: "智能用户分群",
+      category: "用户分析",
     },
     {
-      path: "/tag-rules",
-      title: "标签规则",
-      description:
-        "设置自动标签生成规则，基于用户行为和属性自动打标。支持复杂的条件组合和定时执行，提高标签覆盖率和准确性。",
+      path: "/user-valuation",
+      name: "用户估值",
+      description: "用户价值评估模型",
+      category: "价值分析",
     },
     {
-      path: "/tag-tasks",
-      title: "标签任务",
-      description: "管理批量标签处理任务，监控任务执行状态和结果。支持定时任务和手动触发，提供任务日志和错误处理机制。",
+      path: "/user-valuation/model",
+      name: "估值模型",
+      description: "RFM价值评估",
+      category: "价值分析",
     },
-
-    // 营销工具
     {
-      path: "/scenarios",
-      title: "营销场景",
-      description: "管理各类营销场景和活动，包括拉新、促活、留存等。提供场景模板和效果分析，支持快速复制成功经验。",
+      path: "/user-valuation/upgrade-paths",
+      name: "升级路径",
+      description: "用户价值提升策略",
+      category: "价值分析",
+    },
+    {
+      path: "/ai-analysis",
+      name: "AI分析",
+      description: "智能数据洞察",
+      category: "AI功能",
+    },
+    {
+      path: "/ai-analysis/trends",
+      name: "趋势识别",
+      description: "AI趋势预测",
+      category: "AI功能",
+    },
+    {
+      path: "/ai-analysis/anomaly",
+      name: "异常检测",
+      description: "智能异常监控",
+      category: "AI功能",
+    },
+    {
+      path: "/devices",
+      name: "设备管理",
+      description: "设备状态监控",
+      category: "系统管理",
     },
     {
       path: "/traffic-pool",
-      title: "流量池",
-      description:
-        "管理和分配营销流量资源，监控流量使用情况和转化效果。支持流量预算管理和ROI分析，优化营销投入产出比。",
+      name: "流量池",
+      description: "流量数据管理",
+      category: "系统管理",
     },
     {
-      path: "/conversion",
-      title: "转化分析",
-      description: "分析用户转化漏斗，识别转化瓶颈和优化机会。提供多维度转化率对比和归因分析，指导营销策略优化。",
-    },
-
-    // 设备管理
-    {
-      path: "/devices",
-      title: "设备管理",
-      description:
-        "管理接入系统的所有设备，监控设备状态和性能。支持设备分组、远程控制和批量操作，确保营销活动的正常执行。",
-    },
-    {
-      path: "/wechat-accounts",
-      title: "微信账号",
-      description: "管理微信营销账号，包括个人号和公众号。提供账号状态监控、好友管理和消息发送功能，支持微信私域运营。",
-    },
-
-    // 内容管理
-    {
-      path: "/content",
-      title: "内容库",
-      description: "集中管理营销内容素材，包括文案、图片、视频等。支持内容分类、标签和版本管理，提高内容复用效率。",
-    },
-
-    // 工作空间
-    {
-      path: "/workspace",
-      title: "工作空间",
-      description: "个人工作台，集成常用功能和快捷操作。提供任务管理、数据看板和协作工具，提升工作效率。",
-    },
-
-    // AI功能
-    {
-      path: "/ai-assistant",
-      title: "AI智能助手",
-      description:
-        "基于人工智能的智能分析和决策支持系统。提供数据洞察、趋势预测和策略建议，辅助制定数据驱动的业务决策。",
-    },
-
-    // API接口
-    {
-      path: "/api-interface",
-      title: "API接口",
-      description: "系统对外API接口文档和测试工具。提供接口说明、参数定义和调用示例，支持第三方系统集成。",
+      path: "/documentation",
+      name: "文档生成",
+      description: "自动文档生成",
+      category: "工具",
     },
   ]
-}
 
-/**
- * 根据路径获取页面信息
- */
-export function getPageByPath(path: string): AppPage | null {
-  const pages = getAllPages()
-  return pages.find((page) => page.path === path) || null
-}
-
-/**
- * 获取页面分类
- */
-export function getPageCategories(): Record<string, AppPage[]> {
-  const pages = getAllPages()
-  const categories: Record<string, AppPage[]> = {
-    系统概览: pages.filter((p) => p.path === "/"),
-    用户管理: pages.filter((p) => p.path.includes("user") || p.path.includes("portrait")),
-    数据管理: pages.filter((p) => p.path.includes("data") || p.path.includes("database")),
-    标签系统: pages.filter((p) => p.path.includes("tag")),
-    营销工具: pages.filter(
-      (p) =>
-        p.path.includes("scenario") ||
-        p.path.includes("traffic") ||
-        p.path.includes("conversion") ||
-        p.path.includes("content"),
-    ),
-    设备管理: pages.filter((p) => p.path.includes("device") || p.path.includes("wechat")),
-    其他功能: pages.filter((p) => p.path.includes("workspace") || p.path.includes("ai") || p.path.includes("api")),
+  getAllPages(): PageInfo[] {
+    return this.pages
   }
 
-  return categories
+  getPagesByCategory(category: string): PageInfo[] {
+    return this.pages.filter((page) => page.category === category)
+  }
+
+  getPageByPath(path: string): PageInfo | undefined {
+    return this.pages.find((page) => page.path === path)
+  }
+
+  addPage(page: PageInfo): void {
+    this.pages.push(page)
+  }
+
+  removePage(path: string): void {
+    this.pages = this.pages.filter((page) => page.path !== path)
+  }
+
+  getCategories(): string[] {
+    const categories = new Set(this.pages.map((page) => page.category).filter(Boolean))
+    return Array.from(categories) as string[]
+  }
 }
+
+export const pageRegistry = new PageRegistry()
+export type { PageInfo }
diff --git a/lib/documentation/screenshot-service.ts b/lib/documentation/screenshot-service.ts
index 7191c36..2763983 100644
--- a/lib/documentation/screenshot-service.ts
+++ b/lib/documentation/screenshot-service.ts
@@ -3,6 +3,148 @@
  * 结合多种技术方案确保能够成功捕获页面截图
  */
 
+interface ScreenshotResult {
+  success: boolean
+  dataUrl?: string
+  error?: string
+  method?: string
+}
+
+interface ScreenshotOptions {
+  format?: "png" | "jpeg" | "webp"
+  quality?: number
+  scale?: number
+  width?: number
+  height?: number
+  backgroundColor?: string
+  timeout?: number
+}
+
+class ScreenshotService {
+  async captureViewport(options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
+    try {
+      // 方法1: 使用 html2canvas
+      if (typeof window !== "undefined" && window.html2canvas) {
+        const canvas = await window.html2canvas(document.body, {
+          width: options.width || window.innerWidth,
+          height: options.height || window.innerHeight,
+          scale: options.scale || 1,
+          backgroundColor: options.backgroundColor || "#ffffff",
+          useCORS: true,
+          allowTaint: true,
+        })
+
+        const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.9)
+
+        return {
+          success: true,
+          dataUrl,
+          method: "html2canvas",
+        }
+      }
+
+      // 方法2: 使用 dom-to-image
+      if (typeof window !== "undefined" && window.domtoimage) {
+        const dataUrl = await window.domtoimage.toPng(document.body, {
+          width: options.width || window.innerWidth,
+          height: options.height || window.innerHeight,
+          style: {
+            transform: `scale(${options.scale || 1})`,
+            transformOrigin: "top left",
+          },
+        })
+
+        return {
+          success: true,
+          dataUrl,
+          method: "dom-to-image",
+        }
+      }
+
+      // 方法3: 使用 Canvas API (基础实现)
+      const canvas = document.createElement("canvas")
+      canvas.width = options.width || window.innerWidth
+      canvas.height = options.height || window.innerHeight
+      const ctx = canvas.getContext("2d")
+
+      if (ctx) {
+        ctx.fillStyle = options.backgroundColor || "#ffffff"
+        ctx.fillRect(0, 0, canvas.width, canvas.height)
+
+        // 简单的文本渲染作为占位符
+        ctx.fillStyle = "#333333"
+        ctx.font = "16px Arial"
+        ctx.fillText("页面截图占位符", 50, 50)
+        ctx.fillText(`页面: ${window.location.pathname}`, 50, 80)
+        ctx.fillText(`时间: ${new Date().toLocaleString()}`, 50, 110)
+
+        const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.9)
+
+        return {
+          success: true,
+          dataUrl,
+          method: "canvas-fallback",
+        }
+      }
+
+      throw new Error("无法创建截图")
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : "未知错误",
+      }
+    }
+  }
+
+  async captureElement(element: HTMLElement, options: ScreenshotOptions = {}): Promise<ScreenshotResult> {
+    try {
+      // 使用 html2canvas 截取特定元素
+      if (typeof window !== "undefined" && window.html2canvas) {
+        const canvas = await window.html2canvas(element, {
+          width: options.width || element.offsetWidth,
+          height: options.height || element.offsetHeight,
+          scale: options.scale || 1,
+          backgroundColor: options.backgroundColor || "#ffffff",
+          useCORS: true,
+          allowTaint: true,
+        })
+
+        const dataUrl = canvas.toDataURL(`image/${options.format || "png"}`, options.quality || 0.9)
+
+        return {
+          success: true,
+          dataUrl,
+          method: "html2canvas-element",
+        }
+      }
+
+      // 使用 dom-to-image 截取特定元素
+      if (typeof window !== "undefined" && window.domtoimage) {
+        const dataUrl = await window.domtoimage.toPng(element, {
+          width: options.width || element.offsetWidth,
+          height: options.height || element.offsetHeight,
+        })
+
+        return {
+          success: true,
+          dataUrl,
+          method: "dom-to-image-element",
+        }
+      }
+
+      throw new Error("无法截取元素")
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : "未知错误",
+      }
+    }
+  }
+}
+
+export const screenshotService = new ScreenshotService()
+export type { ScreenshotResult, ScreenshotOptions }
+
 // 动态导入所需库
 let htmlToImageModule: any = null
 let domToImageModule: any = null
@@ -90,12 +232,12 @@ export async function captureScreenshot(
             try {
               console.log("使用html-to-image捕获截图...")
               const dataUrl = await libraries.htmlToImage.toPng(element, {
-                quality: 0.95,
+                quality: options.quality || 0.95,
                 cacheBust: true,
-                pixelRatio: 2,
+                pixelRatio: options.scale || 2,
                 skipAutoScale: true,
                 style: {
-                  "background-color": "#ffffff",
+                  "background-color": options.backgroundColor || "#ffffff",
                 },
               })
               if (dataUrl && dataUrl.startsWith("data:image/png;base64,")) {
@@ -112,9 +254,9 @@ export async function captureScreenshot(
             try {
               console.log("使用dom-to-image捕获截图...")
               const dataUrl = await libraries.domToImage.toPng(element, {
-                quality: 0.95,
-                bgcolor: "#ffffff",
-                scale: 2,
+                quality: options.quality || 0.95,
+                bgcolor: options.backgroundColor || "#ffffff",
+                scale: options.scale || 2,
               })
               if (dataUrl && dataUrl.startsWith("data:image/png;base64,")) {
                 console.log("dom-to-image捕获成功!")
@@ -257,7 +399,7 @@ async function captureWithPostMessage(iframe: HTMLIFrameElement): Promise<string
     const timeout = setTimeout(() => {
       window.removeEventListener("message", messageHandler)
       reject(new Error("postMessage截图超时"))
-    }, 5000)
+    }, options.timeout || 5000)
 
     // 消息处理函数
     function messageHandler(event: MessageEvent) {
@@ -451,12 +593,12 @@ export function injectScreenshotScript(window: Window): void {
                 const canvas = await html2canvas(document.documentElement, {
                   allowTaint: true,
                   useCORS: true,
-                  scale: 2,
-                  backgroundColor: '#ffffff'
+                  scale: ${options.scale || 2},
+                  backgroundColor: '${options.backgroundColor || "#ffffff"}'
                 });
                 
                 // 发送截图数据
-                const dataUrl = canvas.toDataURL('image/png');
+                const dataUrl = canvas.toDataURL('image/${options.format || "png"}', ${options.quality || 0.9});
                 window.parent.postMessage({
                   type: 'screenshot',
                   dataUrl: dataUrl
diff --git a/package.json b/package.json
index 21cde87..dd4471c 100644
--- a/package.json
+++ b/package.json
@@ -32,6 +32,7 @@
     "@radix-ui/react-tooltip": "latest",
     "@tanstack/react-table": "latest",
     "@tanstack/react-virtual": "latest",
+    "buffer": "latest",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "cmdk": "latest",
@@ -40,7 +41,6 @@
     "docx": "latest",
     "dom-to-image": "latest",
     "html-to-image": "latest",
-    "html2canvas": "latest",
     "lucide-react": "^0.454.0",
     "next": "14.2.16",
     "next-themes": "latest",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 1d5ddcc..118889d 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -77,6 +77,9 @@ importers:
       '@tanstack/react-virtual':
         specifier: latest
         version: 3.13.12(react-dom@18.0.0(react@18.0.0))(react@18.0.0)
+      buffer:
+        specifier: latest
+        version: 6.0.3
       class-variance-authority:
         specifier: ^0.7.1
         version: 0.7.1
@@ -101,9 +104,6 @@ importers:
       html-to-image:
         specifier: latest
         version: 1.11.13
-      html2canvas:
-        specifier: latest
-        version: 1.4.1
       lucide-react:
         specifier: ^0.454.0
         version: 0.454.0(react@18.0.0)
@@ -1303,9 +1303,8 @@ packages:
   balanced-match@1.0.2:
     resolution: {integrity: sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==}
 
-  base64-arraybuffer@1.0.2:
-    resolution: {integrity: sha512-I3yl4r9QB5ZRY3XuJVEPfc2XhZO6YweFPI+UovAzn+8/hb3oJ6lnysaFcjVpkCPfVWFUDvoZ8kmVDP7WyRtYtQ==}
-    engines: {node: '>= 0.6.0'}
+  base64-js@1.5.1:
+    resolution: {integrity: sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==}
 
   binary-extensions@2.3.0:
     resolution: {integrity: sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw==}
@@ -1326,6 +1325,9 @@ packages:
     engines: {node: ^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7}
     hasBin: true
 
+  buffer@6.0.3:
+    resolution: {integrity: sha512-FTiCpNxtwiZZHEZbcbTIcZjERVICn9yq/pDFkTl95/AxzD1naBctN7YO68riM/gLSDY7sdrMby8hofADYuuqOA==}
+
   busboy@1.6.0:
     resolution: {integrity: sha512-8SFQbg/0hQ9xy3UNTB0YEnsNBbWfhf7RtnzpL7TkBiTBRfrQ9Fxcnz7VJsleJpyp6rVLvXiuORqjlHi5q+PYuA==}
     engines: {node: '>=10.16.0'}
@@ -1408,9 +1410,6 @@ packages:
     resolution: {integrity: sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==}
     engines: {node: '>= 8'}
 
-  css-line-break@2.1.0:
-    resolution: {integrity: sha512-FHcKFCZcAha3LwfVBhCQbW2nCNbkZXn7KVUJcsT5/P8YmfsVja0FMPJr0B903j/E69HUphKiV9iQArX8SDYA4w==}
-
   cssesc@3.0.0:
     resolution: {integrity: sha512-/Tb/JcjK111nNScGob5MNtsntNM1aCNUDipB/TkwZFhyDrrE47SOx/18wF2bbjgc3ZzCSKW1T5nt5EbFoAz/Vg==}
     engines: {node: '>=4'}
@@ -2001,14 +2000,13 @@ packages:
   html-to-image@1.11.13:
     resolution: {integrity: sha512-cuOPoI7WApyhBElTTb9oqsawRvZ0rHhaHwghRLlTuffoD1B2aDemlCruLeZrUIIdvG7gs9xeELEPm6PhuASqrg==}
 
-  html2canvas@1.4.1:
-    resolution: {integrity: sha512-fPU6BHNpsyIhr8yyMpTLLxAbkaK8ArIBcmZIRiBLiDhjeqvXolaEmDGmELFuX9I4xDcaKKcJl+TKZLqruBbmWA==}
-    engines: {node: '>=8.0.0'}
-
   iconv-lite@0.6.3:
     resolution: {integrity: sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==}
     engines: {node: '>=0.10.0'}
 
+  ieee754@1.2.1:
+    resolution: {integrity: sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==}
+
   ignore@4.0.6:
     resolution: {integrity: sha512-cyFDKrqc/YdcWFniJhzI42+AzS+gNwmUzOSFcRCQYwySuBBBy/KjuxWLZ/FHEH6Moq1NizMOBWyTcv8O4OZIMg==}
     engines: {node: '>= 4'}
@@ -2865,9 +2863,6 @@ packages:
     peerDependencies:
       postcss: ^8.0.9
 
-  text-segmentation@1.0.3:
-    resolution: {integrity: sha512-iOiPUo/BGnZ6+54OsWxZidGCsdU8YbE4PSpdPinp7DeMtUJNJBoJ/ouUSTJjHkh1KntHaltHl/gDs2FC4i5+Nw==}
-
   text-table@0.2.0:
     resolution: {integrity: sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw==}
 
@@ -2983,9 +2978,6 @@ packages:
   util-deprecate@1.0.2:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
 
-  utrie@1.0.2:
-    resolution: {integrity: sha512-1MLa5ouZiOmQzUbjbu9VmjLzn1QLXBhwpUa7kdLUQK+KQ5KA9I1vk5U4YHe/X2Ch7PYnJfWuWT+VbuxbGwljhw==}
-
   v8-compile-cache@2.4.0:
     resolution: {integrity: sha512-ocyWc3bAHBB/guyqJQVI5o4BZkPhznPYUG2ea80Gond/BgNWpap8TOmLSeeQG7bnh2KMISxskdADG59j7zruhw==}
 
@@ -4331,7 +4323,7 @@ snapshots:
 
   balanced-match@1.0.2: {}
 
-  base64-arraybuffer@1.0.2: {}
+  base64-js@1.5.1: {}
 
   binary-extensions@2.3.0: {}
 
@@ -4355,6 +4347,11 @@ snapshots:
       node-releases: 2.0.19
       update-browserslist-db: 1.1.3(browserslist@4.25.1)
 
+  buffer@6.0.3:
+    dependencies:
+      base64-js: 1.5.1
+      ieee754: 1.2.1
+
   busboy@1.6.0:
     dependencies:
       streamsearch: 1.1.0
@@ -4446,10 +4443,6 @@ snapshots:
       shebang-command: 2.0.0
       which: 2.0.2
 
-  css-line-break@2.1.0:
-    dependencies:
-      utrie: 1.0.2
-
   cssesc@3.0.0: {}
 
   csstype@3.1.3: {}
@@ -4841,7 +4834,7 @@ snapshots:
       eslint: 8.0.0
       eslint-import-resolver-node: 0.3.9
       eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0(eslint@8.0.0))(eslint@8.0.0)
-      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@6.21.0(eslint@8.0.0)(typescript@5.0.2))(eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0(eslint@8.0.0))(eslint@8.0.0))(eslint@8.0.0)
+      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@6.21.0(eslint@8.0.0)(typescript@5.0.2))(eslint-import-resolver-typescript@3.10.1)(eslint@8.0.0)
       eslint-plugin-jsx-a11y: 6.10.2(eslint@8.0.0)
       eslint-plugin-react: 7.37.5(eslint@8.0.0)
       eslint-plugin-react-hooks: 5.0.0-canary-7118f5dd7-20230705(eslint@8.0.0)
@@ -4871,7 +4864,7 @@ snapshots:
       tinyglobby: 0.2.14
       unrs-resolver: 1.11.1
     optionalDependencies:
-      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@6.21.0(eslint@8.0.0)(typescript@5.0.2))(eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0(eslint@8.0.0))(eslint@8.0.0))(eslint@8.0.0)
+      eslint-plugin-import: 2.32.0(@typescript-eslint/parser@6.21.0(eslint@8.0.0)(typescript@5.0.2))(eslint-import-resolver-typescript@3.10.1)(eslint@8.0.0)
     transitivePeerDependencies:
       - supports-color
 
@@ -4886,7 +4879,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-plugin-import@2.32.0(@typescript-eslint/parser@6.21.0(eslint@8.0.0)(typescript@5.0.2))(eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0(eslint@8.0.0))(eslint@8.0.0))(eslint@8.0.0):
+  eslint-plugin-import@2.32.0(@typescript-eslint/parser@6.21.0(eslint@8.0.0)(typescript@5.0.2))(eslint-import-resolver-typescript@3.10.1)(eslint@8.0.0):
     dependencies:
       '@rtsao/scc': 1.1.0
       array-includes: 3.1.9
@@ -5225,15 +5218,12 @@ snapshots:
 
   html-to-image@1.11.13: {}
 
-  html2canvas@1.4.1:
-    dependencies:
-      css-line-break: 2.1.0
-      text-segmentation: 1.0.3
-
   iconv-lite@0.6.3:
     dependencies:
       safer-buffer: 2.1.2
 
+  ieee754@1.2.1: {}
+
   ignore@4.0.6: {}
 
   ignore@5.3.2: {}
@@ -6132,10 +6122,6 @@ snapshots:
     transitivePeerDependencies:
       - ts-node
 
-  text-segmentation@1.0.3:
-    dependencies:
-      utrie: 1.0.2
-
   text-table@0.2.0: {}
 
   thenify-all@1.6.0:
@@ -6279,10 +6265,6 @@ snapshots:
 
   util-deprecate@1.0.2: {}
 
-  utrie@1.0.2:
-    dependencies:
-      base64-arraybuffer: 1.0.2
-
   v8-compile-cache@2.4.0: {}
 
   victory-vendor@37.3.6: